# Papers

## Papers

### Accepted for publication

P[BUKXX] | C. Buket, K. Barker, A.D. González and A. Salo (forthcoming) Two-stage stochastic program for environmental resettlement decision-making Socio-Economic Planning Sciences |

P[HARXX] | M. Harju, J. Liesiö and K. Virtanen (forthcoming) Independent postulates for subjective expected utility Theory and Decision (View at publisher) |

P[LEPXX] | J. Leppinen, A. Punkka, T. Ekholm and A. Salo (forthcoming) An optimization model for determining cost-efficient maintenance policies for multi-component systems with economic and structural dependencies Omega (View at publisher) |

P[OSTXX] | J. Öström, T. Sailaranta and K. Virtanen (forthcoming) Effects of datalink target data on air-to-air missile performance Journal of Defense Modeling and Simulation (View at publisher) |

P[ROPXX] | J. Roponen and A. Salo (forthcoming) A probabilistic cross-impact methodology for explorative scenario analysis Futures & Foresight Science (View at publisher) |

P[SALXXa] | A. Salo, M. Doumpos, J. Liesiö and C. Zopounidis (forthcoming) Fifty years of portfolio optimization European Journal of Operational Research (View at publisher) |

P[SIIXX] | M.-L. Siikonen (forthcoming) Current and future trends in vertical transportation European Journal of Operational Research (View at publisher) |

### 2024

P[FRA24] | L. A. Franco and R. P. Hämäläinen (2024) Behavioural OR in Petropoulos, Fotios, et al. "Operational Research: methods and applications" Journal of the Operational Research Society, Vol. 75, No. 3, 2024, pp. 423-617 (View at publisher) |

P[HAA24] | Katri Haapalinna (2024) Machine Learning for Radio Frequency Fingerprint Recognition |

P[HAM24] | R. P. Hämäläinen, T. J. Lahtinen and K. Virtanen (2024) Generating policy alternatives for decision making: A process model, behavioural issues, and an experiment EURO Journal on Decision Processes, Volume 12, 2024, 100050 (View at publisher) |

P[RIN24] | T. Rintamäki, F. Oliveira, A.S. Siddiqui and A. Salo (2024) Achieving emission-reduction goals: Multi-period power-system expansion under short-term operational uncertainty IEEE Transactions on Power Systems, Vol. 39, No. 1, pp. 119-131 (View at publisher) |

P[VIR24] | K. Virtanen and R. P. Hämäläinen (2024) Military and Homeland Security in Petropoulos, Fotios, et al. "Operational Research: methods and applications" Journal of the Operational Research Society, Vol. 75, No. 3, 2024, pp. 423-617 (View at publisher) |

### 2023

P[BAR23] | J. de la Barra and A. Salo (2023) Selecting combinations of reinforcement actions to improve the reliability of distribution grids in the face of external hazards Proceedings of the 33rd European Safety and Reliability Conference ESREL 2023, pp. 3343-3350 (View at publisher) |

P[CHA23] | B.R. Champion, S.A. Gabriel and A. Salo (2023) Risk-based, multistage stochastic energy project selection Energy Systems, Vol. 14, pp. 603-640 (View at publisher) |

P[ELS23] | S. Elsawah, E. Bakhanova, R. P. Hämäläinen and A. Voinov (2023) A Competency Framework for Participatory Modeling. Group Decision and Negotiation Group Decision and Negotiation (2023), 1-33 (View at publisher) |

P[MAN23] | H. Mansikka, K. Virtanen and D. Harris (2023) What we got here, is a failure to coordinate: Implicit and explicit coordination in air combat Journal of Cognitive Engineering and Decision Making, Vol. 17, Issue 3, 2023, pp. 279-293 (View at publisher) |

P[MAN23a] | H. Mansikka, K. Virtanen, D. Harris and J. Järvinen (2023) Team performance in air combat: A teamwork perspective International Journal of Aerospace Psychology, Vol. 33, No. 4, 2023, pp. 232-246 (View at publisher) |

P[MAN23b] | H. Mansikka, D. Harris and K. Virtanen (2023) Accuracy and similarity of team situation awareness in simulated air combat Aerospace Medicine and Human Performance, Vol. 94, No. 6, 2023, pp. 429-436 (View at publisher) |

P[SAL23] | A. Salo (2023) On the boundaries of experimental research on scenario planning: Commentary on Derbyshire et al. (2022) Futures & Foresight Science, Vol. 5, No. 2, e152 (View at publisher) |

P[URB23] | M. Urbani, M. Brunelli and A. Punkka (2023) An approach for bi-objective maintenance scheduling on a networked system with limited resources European Journal of Operational Research, Volume 305, Issue 1, 16 February 2023, Pages 101-113 (View at publisher) |

### 2022

P[AND22] | T. Andrade, N. Belyak, A. Eberhard, S. Hamacher and F. Oliveira (2022) The p-Lagrangian relaxation for separable nonconvex MIQCQP problems Journal of Global Optimization, Vol. 84, pp. 43-76. (View at publisher) |

P[HAM22] | R.P. Hämäläinen, K. Kumpulainen, J.T. Harviainen and E. Saarinen (2022) Design Gaming for Learning Systems Intelligence in Socio-Emotional Systems Systems Research and Behavioral Science, Volume 39, Issue 1 January/February 2022, pp. 163-167 (View at publisher) |

P[JUM22] | S. Jumisko-Pyykkö, J. Törmänen, K. Vänni, R. P. Hämäläinen and E. Saarinen (2022) Systems Intelligence, Perceived Performance and Wellbeing Human Factors, Business Management and Society, Vol. 56, 2022, 55–63 (View at publisher) |

P[KEN22] | D. C. Kenny, E. Bakhanova, R. P. Hämäläinen and A. Voinov (2022) Participatory modelling and systems intelligence: A systems-based and transdisciplinary partnership Socio-Economic Planning Sciences, 101310 (View at publisher) |

P[LAI22] | P. Laitila and K. Virtanen (2022) Portraying Probabilistic Relationships of Continuous Nodes in Bayesian Networks with Ranked Nodes Method Decision Support Systems, Vol. 154, 113709, 2022, pp. 1-15 (View at publisher) |

P[LAI22a] | P. Laitila and K. Virtanen (2022) Advancing Construction of Conditional Probability Tables of Bayesian Networks with Ranked Nodes Method International Journal of General Systems, Vol. 51, No. 8, 2022, pp. 758-790 (View at publisher) |

P[LEH22] | J.-M. Lehtonen and K. Virtanen (2022) Choosing the Most Economically Advantageous Tender using a Multi-Criteria Decision Analysis Approach Journal of Public Procurement, Vol. 22, No. 2, 2022, pp. 164-179 (View at publisher) |

P[MAN22] | H. Mansikka, M. Jalava, and K. Virtanen (2022) Performance Measurement of Fighter Operations Yearbook 2022 of Defence Research, The Finnish Defence Forces, ISBN 978-951-25-3267-4, ISSN 2489-7329, 2022, pp. 86-88 (View at publisher) |

P[SAL22] | A. Salo, J. Andelmin and F. Oliveira (2022) Decision Programming for Mixed-Integer Multi-Stage Optimization under Uncertainty European Journal of Operational Research, Vol. 299, No. 1, pp. 550-565. (View at publisher) |

P[SAL22a] | A. Salo, E. Tosoni, J. Roponen and D. Bunn (2022) Using cross-impact analysis for probabilistic risk assessment Futures & Foresight Science, Vol. 4 , No. 2, e2103 (View at publisher) |

P[VIR22] | K. Virtanen, H. Mansikka, H. Kontio, and D. Harris (2022) Weight Watchers: NASA-TLX Weights Revisited Theoretical Issues in Ergonomics Science, Vol. 23, No. 11, 2022, pp. 725-748 (View at publisher) |

P[WU 22] | Z. Wu, K. Khalilpour and R. P. Hämäläinen (2022) A decision support tool for multi-attribute evaluation of demand-side commercial battery storage products Sustainable Energy Technologies and Assessments, Volume 50, March 2022, 101723 (View at publisher) |

P[ZEB22] | P. Żebrowski, A. Couce-Vieira, and A. Mancuso (2022) A Bayesian framework for the analysis and optimal mitigation of cyber threats to cyber-physical systems Risk Analysis, Vol. 42, No. 10, pp. 2275-2290. (View at publisher) |

### 2021

P[BAS21] | M. Bashiri, E. Nikzad, A. Eberhard, J. Hearne and F. Oliveira (2021) A two stage stochastic programming for asset protection routing and a solution algorithm based on the Progressive Hedging algorithm Omega, Vol. 104, 102480 (View at publisher) |

P[BRO21] | T. Brown and I. Reichenberg (2021) Decreasing market value of variable renewables can be avoided by policy action Energy Economics, Vol. 100, 105354 (View at publisher) |

P[CHE21] | L. Chen, M. Guo, Y. Li, L. Liang and A. Salo (2021) Efficiency intervals, rank intervals and dominance relations of decision-making units with fixed-sum outputs European Journal of Operational Research, Vol. 292, No. 1, pp. 238-239. (View at publisher) |

P[DEB21] | S. Debia, P.-O. Pineau and A.S. Siddiqui (2021) Strategic storage use in a hydro-thermal power system with carbon constraints Energy Economics, Vol. 98, 105261 (View at publisher) |

P[DEH21] | M. Dehghani, B. Abbasi and F. Oliveira (2021) Proactive transshipment in the blood supply chain: a stochastic programming approach Omega, Vol. 98, 102112 (View at publisher) |

P[EKH21] | T. Ekholm and E. Baker (2021) Multiple Beliefs, Dominance and Dynamic Consistency Management Science, Vol. 68, No. 1, 529-540. (View at publisher) |

P[FAT21] | Z. Fatima, V. Oksman and R. Lahdelma (2021) Enabling small medium enterprises (SMEs) to become leaders in energy efficiency using a continuous maturity matrix Sustainability, Vol. 13, No. 18, 10108 (View at publisher) |

P[HAR21] | J. T. Harviainen, R. P. Hämäläinen and E. Saarinen (2021) Systems Intelligence as an Organisational Approach for Service Designers Touchpoint: The Journal of Service Design. 12, 2, p. 16-29 |

P[HAR21a] | D. Harris, H. Mansikka, and K. Virtanen (2021) The Relationship between The Dynamic Model of Crew Resource Management and Line Operational Safety Audits International Journal of Human Factors and Ergonomics, Vol. 8, No. 4, 2021, pp. 319-330 |

P[HYN21] | Y. Hynninen, E. Vilkkumaa and A. Salo (2021) Operationalization of utilitarian and egalitarian objectives for optimal allocation of healthcare resources Decision Sciences, Vol. 52(5), pp. 1169-1208. (View at publisher) |

P[KAN21] | X. Kan, L. Reichenberg and F. Hedenus (2021) The impacts of the electricity demand pattern on electricity system cost and the electricity supply mix: A comprehensive modeling analysis for Europe Energy, Vol. 235, 121329 (View at publisher) |

P[KON21] | T. Könnölä, V. Eloranta, T. Turunen and A. Salo (2021) Transformative governance of innovation ecosystems Technological Forecasting and Social Change, Vol. 173, 121106 (View at publisher) |

P[LIE21] | J. Liesiö, A. Salo, J. M. Keisler and A. Morton (2021) Portfolio Decision Analysis: Recent developments and future prospects European Journal of Operational Research, Vol. 293, No. 3, pp. 811-825 (View at publisher) |

P[LIN21] | J. Lindgren (2021) Examination of interest-growth differentials and the risk of sovereign insolvency Risks, Vol. 4, 75 (View at publisher) |

P[MAN21] | A. Mancuso, M. Compare, A. Salo and E. Zio (2021) Optimal prognostics and health management-driven inspection and maintenance strategies for industrial systems Reliability Engineering and System Safety, Vol. 210, 107536 (View at publisher) |

P[MAN21a] | H. Mansikka, K. Virtanen, D. Harris and J. Salomäki (2021) Live-virtual-constructive simulation for testing and evaluation of air combat tactics, techniques, and procedures, Part 1: assessment framework Journal of Defense Modeling and Simulation, DOI: 10.1177/1548512919886375 (View at publisher) |

P[MAN21b] | H. Mansikka, K. Virtanen, D. Harris and J. Salomäki (2021) Live-virtual-constructive simulation for testing and evaluation of air combat tactics, techniques, and procedures, Part 2: demonstration of the framework Journal of Defense Modeling and Simulation, DOI: 10.1177/1548512919886378 (View at publisher) |

P[MAN21c] | H. Mansikka, K. Virtanen, D. Harris and L. Mäkinen (2021) Measurement of Normative Performance in Simulated Air Combat Aerospace Medicine and Human Performance, Vol. 92, No. 11, November 2021, pp. 908-912 |

P[MAN21d] | H. Mansikka, K. Virtanen, V. Uggeldahl and D. Harris (2021) Team Situation Awareness Accuracy Measurement Technique for Simulated Air Combat – Curvilinear Relationship between Awareness and Performance Applied Ergonomics, Vol. 96, October 2021, 103473 |

P[MAN21e] | H. Mansikka, K. Virtanen, D. Harris, and M. Jalava (2021) Measurement of Team Performance in Air Combat – Have We Been Underperforming? Theoretical Issues in Ergonomics Science, Vol. 22, Issue 3, 2021, pp. 338-359 |

P[MAN21f] | H. Mansikka, K. Virtanen, and D. Harris (2021) Retrospective Verbal Probing in Evaluation of Pilots’ Situation Models in Simulated Air Combat Proceedings of the 34th European Association for Aviation Psychology (EAAP) Conference, September 20-24, 2021, Gibraltar, UK, pp. 73-82. |

P[MOS21] | H. Mostafaei, P.M. Castro, F. Oliveira and I. Harjunkoski (2021) Efficient formulation for transportation scheduling of single refinery multiproduct pipelines European Journal of Operational Research, Vol. 293, pp. 731-747 (View at publisher) |

P[MOS21a] | H. Mostafaei and F. Oliveira (2021) Robust optimization for scheduling and lot-sizing of a single machine with sequence-dependent changeovers Computer Aided Chemical Engineering, Vol. 50, pp. 1733-1739 (View at publisher) |

P[OHM21] | M. Öhman, M. Hiltunen, K. Virtanen, and J. Holmström (2021) Frontlog Scheduling in Aircraft Line Maintenance: From Explorative Solution Design to Theoretical Insight into Buffer Management Journal of Operations Management, Vol. 67, Issue 2, March 2021, pp. 120-151 |

P[SAL21] | A. Salo, R. P. Hämäläinen and T. J. Lahtinen (2021) Multicriteria methods for group decision processes: An overview In: D. M. Kilgour and C. Eden (eds) Handbook of Group Decision and Negotiation, Springer, Cham. 29 p. (View at publisher) |

P[SAL21a] | A. Salo (2021) Developing the needed scientific theory will not be easy: Comments on Fergnani and Chermack (2021) Futures & Foresight Science, Vol. 3, Issue 3-4, e73. (View at publisher) |

P[SCH21] | A. von Schantz, H. Ehtamo and S. Hostikka (2021) Minimization of mean-CVaR evacuation time of a crowd using rescue guides: a scenario-based approach Collective Dynamics, 6, 1-29 |

P[SCH21a] | M. Schöbel, I. Silla, A. Teperi, R. Gustafsson, A. Piirto, C. Rollenhagen, B and Wahlström (2021) Human and organizational factors in European nuclear safety: A fifty-year perspective on insights, implementations, and ways forward Energy Research & Social Science, Volume 85, March 2022, 102378 (View at publisher) |

P[TON21] | C. Tong，X. Li，L. Duanmu and H. Wang (2021) Prediction of the temperature profiles for shallow ground in cold region and cold winter hot summer region of China Energy and Buildings, Volume 242, 1 July 2021, 110946 (View at publisher) |

P[TOR21] | J. Törmänen, R. P. Hämäläinen and E. Saarinen (2021) Perceived systems intelligence and performance in organizations The Learning Organization (View at publisher) |

P[TOR21a] | J. Törmänen, R. P. Hämäläinen and E. Saarinen (2021) On the systems intelligence of a learning organization: Introducing a new measure Human Resource Development Quarterly. 2021;1–24 (View at publisher) |

P[TOR21b] | J. Törmänen, R. P. Hämäläinen and E. Saarinen (2021) Systeemiäly–organisaation kehittäminen ruohonjuuritasolta ja ihmisistä käsin Työn tuuli 2 | 2021 (View at publisher) |

P[WAN21] | H. Wang, X. Wu, Z. Liu, K. Granlund, R. Lahdelma, J. Li, E. Teppo, L. Yu, L. Duamu, X. Li and I. Haavisto (2021) Waste heat recovery mechanism for coal-fired flue gas in a counter-flow direct contact scrubber Energy, Volume 237, 15 December 2021, 121531 (View at publisher) |

### 2020

P[ALE20] | D. Alem, F. Oliveira and M.C.R. Peinado (2020) A practical assessment of risk-averse approaches in production lot-sizing problems International Journal of Production Research 58 (9), 2581-2603, 2020 |

P[AND20] | T. Andrade, N. Belyak, A. Eberhard, S. Hamacher and F. Oliveira (2020) The p-Lagrangian relaxation for nonconvex MIQCQP problems with complicating constraints Optimization Online preprint, 2020 |

P[ARN20] | T. Arnold, J. Guillaume, T. Lahtinen and R. Vervoort (2020) From ad-hoc modelling to strategic infrastructure: A manifesto for model management Environmental Modelling & Software, Vol. 123, 104563 (View at publisher) |

P[BAK20] | E. Baker, V. Bosetti, and A. Salo (2020) Robust portfolio decision analysis: An application to the energy R&D portfolio problem European Journal of Operational Research, Vol. 284, No. 3, pp. 1107–1120. (View at publisher) |

P[CON20] | L. D. Condeixa, F. Oliveira and A.S. Siddiqui (2020) Wasserstein-Distance-Based Temporal Clustering for Capacity-Expansion Planning in Power Systems 2020 International Conference on Smart Energy Systems and Technologies (SEST, 2020) (View at publisher) |

P[CON20a] | L.D. Condeixa, P. Silva, D. Moah, B. Farias and A. Leiras (2020) Evaluating cost impacts on reverse logistics using an Economic Order Quantity (EOQ) model with environmental and social considerations Central European Journal of Operations Research, 1-20, 2020 (View at publisher) |

P[EKH20] | T. Ekholm and V. Virasjoki (2020) Pricing and competition with 100% variable renewable energy and storage The Energy Journal, Vol. 41, SI1, pp. 215-231. |

P[FRA20] | L. A. Franco, R. P. Hämäläinen, E.A.J.A. Rouwette and I. Leppänen (2020) Taking stock of behavioural OR: A review of behavioural studies with an intervention focus European Journal of Operational Research (View at publisher) |

P[GIL20] | H. Gilani, H. Sahebi and F. Oliveira (2020) Sustainable sugarcane-to-bioethanol supply chain network design: A robust possibilistic programming model Applied Energy 278, 115653, 2020 |

P[GUS20] | J. Gustafsson (2020) Valuation of Research and Development Projects Using Buying and Selling Prices: Generalized Definitions Decision Analysis, Vol. 17, No. 2, pp. 154-168. (View at publisher) |

P[HAM20] | R. P. Hämäläinen, I. Miliszewska and A. Voinov (2020) Leadership in participatory modelling – Is there a need for it? Environmental Modelling & Software, Volume 133, November 2020, 104834 (View at publisher) |

P[LAH20] | T. Lahtinen, R. Hämäläinen and C. Jenytin (2020) On preference elicitation processes which mitigate the accumulation of biases in multi-criteria decision analysis European Journal of Operational Research, Vol. 282, No. 1, pp. 201-210 (View at publisher) (Slides) |

P[LAI20] | P. Laitila and K. Virtanen (2020) On Theoretical Principle and Practical Applicability of Ranked Nodes Method for Constructing Conditional Probability Tables of Bayesian Networks IEEE Transactions on Systems, Man, and Cybernetics: Systems, DOI: 10.1109/TSMC.2018.2792058 (View at publisher) |

P[LIE20] | J. Liesiö, J. Andelmin and A. Salo (2020) Efficient allocation of resources to a portfolio of decision making units European Journal of Operational Research, Vol. 286, No. 2, pp. 619–636. (View at publisher) |

P[LIN20] | J. Lindgren and J. Liukkonen (2020) The Heisenberg uncertainty principle as an endogenous equilibrium property of stochastic optimal control systems in quantum mechanics Symmetry, Volume 12, No. 9, 1533 (View at publisher) |

P[LIN20a] | J. Lindgren (2020) Efficient markets and contingent claims valuation: An information theoretic approach Entropy, Vol. 11, 1283 (View at publisher) |

P[LIX20] | X. Li, H. Wang, X. Wu, L. Duanmu, E. Teppo, R. Lahdelma, J. Li and L. Yu (2020) Analysis on the Thermal Balance and Operational Parameters for the District Heating System with Peak Load Boilers in Heating Substations Energies 2020, 13(23), 6180 (View at publisher) |

P[RIN20] | T. Rintamäki, A. Siddiqui, and A. Salo (2020) Strategic offering of a flexible producer in day-ahead and intraday power markets European Journal of Operational Research, Vol. 284, No. 3, pp. 1136–1153. (View at publisher) |

P[ROP20] | J. Roponen, D. Ríos Insua and A. Salo (2020) Adversarial risk analysis under partial information European Journal of Operational Research, Vol. 287, No. 1, pp. 306-316. (View at publisher) |

P[TOS20] | E. Tosoni, A. Salo, J. Govaerts and E. Zio (2020) Definition of the data for comprehensiveness in scenario analysis of near-surface nuclear waste repositories Data in Brief, Vol. 31, No. 105780, pp. 1-24. (View at publisher) |

P[VIR20] | V. Virasjoki, A. Siddiqui, F. Oliveira, and A. Salo (2020) Utility-Scale Energy Storage in an Imperfectly Competitive Power Sector Energy Economics, Vol. 88, No. 104716, pp. 1-17. (View at publisher) |

### 2019

P[ABD19] | E. Abdollahi, H. Wang and R. Lahdelma (2019) Parametric optimization of long-term multi-area heat and power production with power storage Applied Energy, Volume 235, 1 February 2019, pp 802-812 (View at publisher) |

P[AND19] | J. Andelmin and E. Bartolini (2019) A multi-start local search heuristic for the green vehicle routing problem based on a multigraph reformulation Computers and Operations Research, Volume 109, 2019, pp. 43-63 (View at publisher) |

P[AND19a] | T. Andrade, F. Oliveira, S. Hamacher and A. Eberhard (2019) Enhancing the normalized multiparametric disaggregation technique for mixed-integer quadratic programming Journal of Global Optimization 73 (4), 701-722 (View at publisher) |

P[BER19]a | K. Berg and M. Kitti (2019) Equilibrium paths in discounted supergames Discrete Applied Mathematics (View at publisher) |

P[BER19]b | K. Berg (2019) Set-valued games and mixed-strategy equilibria in discounted supergames Discrete Applied Mathematics (View at publisher) |

P[BOL19] | N. Boland, J. Christiansen, B. Dandurand, A. Eberhard, F. Oliveira (2019) A parallelizable augmented Lagrangian method applied to large-scale non-convex-constrained optimization problems Mathematical Programming (View at publisher) |

P[COC19] | K. Cockerill, P. Glynn, I. Chabay, M. Farooque, R. P. Hämäläinen, B. Miyamoto and P. McKay (2019) Records of engagement and decision making for environmental and socio‑ecological challenges EURO J Decis Process, 2019, https://doi.org/10.1007/s40070-019-00104-6 (View at publisher) |

P[DEH19] | M. Dehghani, B. Abbasi and F. Oliveira (2019) Proactive Transshipment in the Blood Supply Chain: a Stochastic Programming Approach Omega, 102112 (View at publisher) |

P[HAR19] | M. Harju, J. Liesiö and K. Virtanen (2019) Spatial multi-attribute decision analysis: Axiomatic foundations and incomplete preference information European Journal of Operational Research, Vol. 275, pp. 167-181, DOI: 10.1016/j.ejor.2018.11.013 (View at publisher) |

P[KOK19] | J. Kokkala, K. Berg, K. Virtanen and J. Poropudas (2019) Rationalizable strategies in games with incomplete preferences Theory and Decision, Vol. 86, Issue 2, pp. 185-204 DOI: 10.1007/s11238-018-9681-9 (View at publisher) |

P[LAH19] | J. Lahti, T. Sailaranta, M. Harju and K. Virtanen (2019) Control of exterior ballistic properties of spin-stabilized bullet by optimizing internal mass distribution Defence Technology, Vol. 15, pp. 38-50, DOI: 10.1016/j.dt.2018.10.003 (View at publisher) |

P[LAH19a] | R. Lahdelma, G. Kayo, E. Abdollahi and P. Salminen (2019) Optimization and Multicriteria Evaluation of District Heat Production and Storage New Perspectives in Multiple Criteria Decision Making, pp. 371-396 (View at publisher) |

P[LIN19] | J. Lindgren and J. Liukkonen (2019) Quantum Mechanics can be understood through stochastic optimization on spacetimes Scientific Reports, Volume 9, 19984 (View at publisher) |

P[MAN19] | A. Mancuso, M. Compare, A. Salo and E. Zio (2019) Portfolio optimization of safety measures for the prevention of time-dependent accident scenarios Reliability Engineering and System Safety 190, 106500 |

P[MAN19a] | H. Mansikka, K. Virtanen and D. Harris (2019) Dissociation between mental workload, performance, and task awareness in pilots of high performance aircraft IEEE Transactions on Human-Machine Systems, Vol. 49, Issue 1, pp. 1-9 DOI: 10.1109/THMS.2018.2874186 (View at publisher) |

P[MAN19b] | H. Mansikka, K. Virtanen and D. Harris (2019) Comparison of NASA-TLX scale, modified Cooper-Harper scale and mean inter-beat interval as measures of pilot mental workload during simulated flight tasks Ergonomics, Vol. 62, No. 2, pp. 246-254 DOI: 10.1080/00140139.2018.1471159 (View at publisher) |

P[MAN19c] | H. Mansikka, D. Harris and K. Virtanen (2019) Pilot competencies as components of a dynamic human‐machine system Human Factors and Ergonomics in Manufacturing & Service Industries, Vol. 29, Issue 6, pp. 466-477 DOI: 10.1002/hfm.20809 (View at publisher) |

P[MAN19]dib | A. Mancuso, M. Compare, A. Salo and E. Zio (2019) Probabilistic model data of time-dependent accident scenarios for a mixing tank mechanical system Data in Brief 25, 104243 |

P[MAT19] | R.G. de Mattos, F. Oliveira, A. Leiras, A.B. de Paula Filho and P. Gonçalves (2019) Robust optimization of the insecticide-treated bed nets procurement and distribution planning under uncertainty for malaria prevention and control Annals of Operations Research 283 (1-2), 1045-1078, 2019 (View at publisher) |

P[NIK19] | E. Nikzad, M. Bashiri and F. Oliveira (2019) Two-stage stochastic programming approach for the medical drug inventory routing problem under uncertainty Computers & Industrial Engineering 128, 358-370, 2019 (View at publisher) |

P[SAL19] | A. Salo, J. Andelmin and F. Oliveira (2019) Decision Programming for Multi-Stage Optimization under Uncertainty arXiv preprint arXiv:1910.09196, 2019 (View at publisher) |

P[SAN19] | FSP dos Santos and F. Oliveira (2019) An enhanced L-Shaped method for optimizing periodic-review inventory control problems modeled via two-stage stochastic programming European Journal of Operational Research 275 (2), 677-693 (View at publisher) |

P[SAN19a] | G.S. dos Santos Diz, S. Hamacher and F. Oliveira (2019) A robust optimization model for the maritime inventory routing problem Flexible Services and Manufacturing Journal 31 (3), 675-701, 2019 (View at publisher) |

P[SCH19] | von Schantz, Anton, and Harri Ehtamo (2019) Pushing and overtaking others in a spatial game of exit congestion Physica A: Statistical Mechanics and its Applications 527 (2019): 121151 (View at publisher) |

P[TAM19] | E. V. Tamminen (2019) Strong Lagrange Duality and the Maximum Principle for Nonlinear Discrete Time Optimal Control Problems ESAIM: Control, Optimisation and Calculus of Variations, Vol 25. |

P[TOS19] | E. Tosoni, A. Salo, J. Govaerts and E. Zio (2019) Comprehensiveness of scenarios in the safety assessment of nuclear waste repositories Reliability Engineering & System Safety Volume 188, August 2019, pp. 561-573 (View at publisher) |

P[VIR19] | Virtanen K. (2019) Spatial Decision Analysis in Regional Analysis and Optimisation of Military Capabilities Yearbook 2019 of Defence Research - 100 Years of Defence Research. The Finnish Defence Forces, ISBN 978-951-25-3070-0, ISSN 2489-7329, April 2019, pp. 88-89. |

### 2018

P[BER18] | K. Berg and M. Kärki (2018) Critical discount factor values in discounted supergames Games, Vol. 9 (3), 47, 2018 |

P[BOL18b] | N. Boland, J. Christiansen, B. Dandurand, A. Eberhard, J. Linderoth, J. Luedtke, F. Oliveira (2018) Combining Progressive Hedging with a Frank--Wolfe Method to Compute Lagrangian Dual Bounds in Stochastic Mixed-Integer Programming SIAM Journal on Optimization, Vol. 28 (2), 2018, pp. 1312-1336 (View at publisher) |

P[CRA18] | A. Cranmer, A., E. Baker, J. Liesiö and A. Salo (2018) A Portfolio Model for Siting Offshore Wind Farms with Economic and Environmental Constraints European Journal of Operations Research (View at publisher) |

P[DILL18] | M. Dillon, L. Flander, D. Buchanan, F. Macrae, J. Emery, I. Winship, A. Boussioutas, G. Giles, J. Hopper, M. Jenkins, and D. Ait Ouakrim (2018) Family history-based colorectal cancer screening in Australia: A modelling study of the costs, benefits, and harms of different participation scenarios PLoS medicine, 15(8):e1002630 (View at publisher) |

P[EKH18] | T. Ekholm (2018) Climatic Cost-benefit Analysis Under Uncertainty and Learning on Climate Sensitivity and Damages Ecological Economics, Vol. 154, pp. 99-106 |

P[HAM18] | R.P. Hämäläinen, E. Saarinen and J. Törmänen (2018) Systems Intelligence - A Core Competence for Next Generation Engineers? Proceedings of IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), pp. 641-644 (View at publisher) (Slides) |

P[JUN18] | N. Jung, S. Paiho, J. Shemeikka, R. Lahdelma and M. Airaksinen (2018) Energy performance analysis of an office building in three climate zones Energy and Buildings, Volume 158, pp. 1023-1035 (View at publisher) |

P[KAU18] | L. Kauppinen, A. Siddiqui and A. Salo (2018) Investing in Time-to-Build Projects with Uncertain Revenues and Costs: A Real Options Approach IEEE Transactions on Engineering Management (View at publisher) |

P[KES18] | M. Kesäniemi and K. Virtanen (2018) Direct Least Square Fitting of Hyperellipsoids IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 40, No. 1. |

P[KIR18] | H. Kirppu, R. Lahdelma and P. Salminen (2018) Multicriteria evaluation of carbon-neutral heat-only production technologies for district heating Applied Thermal Engineering, Volume 130, pp 466-476 (View at publisher) |

P[LEP18] | I. Leppänen, R. P. Hämäläinen, E. Saarinen and M. Viinikainen (2018) Intrapersonal Emotional Responses to the Inquiry and Advocacy Modes of Interaction: A Psychophysiological Study, Group Decision and Negotiation Group Decision and Negotiation, Online First Publication 6, July 2018, https://doi.org/10.1007/s10726-018-9584-8 (Slides) |

P[OLI18] | F. Oliveira, J. Christiansen, B. Dandurand, A. Eberhard (2018) Combining penalty based and Gauss-Seidel methods for solving stochastic mixed integer problems International Transactions in Operational Research (View at publisher) |

P[PER18] | M.A. Fernández Pérez, F. Oliveira, S. Hamacher (2018) Optimizing workover rig fleet sizing and scheduling using deterministic and stochastic programming models Industrial and Engineering Chemistry Research, Vol. 57 (22), 2018, pp. 7544-7554 (View at publisher) |

P[PIN18] | K. Pingoud, T. Ekholm, R. Sievänen, S. Huuskonen, J. Hynynen (2018) Trade-offs between forest carbon stocks and harvests in a steady state - A multi-criteria analysis Journal of Environmental Management, Vol. 210, pp. 96-103 |

P[SIL18] | R. Siljander and T. Ekholm (2018) Integrated scenario modelling of energy, greenhouse gas emissions and forestry Mitigation and Adaptation Strategies for Global Change, Vol. 23(5), pp. 783-802 |

P[SOR18] | J. Sorsa, H. Ehtamo, J-M. Kuusinen, M. Ruokokoski and M-L. Siikonen (2018) Modeling uncertain passenger arrivals in the elevator dispatching problem with destination control Optimization Letters, Vol. 12 (1), pp. 171-185. |

P[TOS18] | E. Tosoni, A. Salo and E. Zio (2018) Scenario Analysis for the Safety Assessment of Nuclear Waste Repositories: A Critical Review Risk Analysis (View at publisher) |

P[VIL18] | E. Vilkkumaa, J. Liesiö, A. Salo and L. Ilmola-Sheppard (2018) Scenario-based portfolio model for building robust and proactive strategies European Journal of Operational Research, Vol. 266, No. 1, pp. 205-220 (View at publisher) |

P[VIR18] | V. Virasjoki, A. S. Siddiqui, B. Zakeri, and A. Salo (2018) Market Power with Combined Heat and Power Production in the Nordic Energy System IEEE Transactions on Power Systems, Vol. 33, Issue 5, 2018, pp. 5263-5275 |

P[WAN18] | H. Wang, R. Lahdelma and P. Salminen (2018) Complementary Judgment Matrix Method with Imprecise Information for Multicriteria Decision-Making Mathematical Problems in Engineering, Volume 2018, Article ID 3695627 (View at publisher) |

### 2017

P[AND17] | J. Andelmin and E. Bartolini (2017) An Exact Algorithm for the Green Vehicle Routing Problem Transportation Science, Volume 51, Issue 4, 2017, pp. 1288-1303 (View at publisher) |

P[BER17] | K. Berg and T. Sandholm (2017) Exclusion method for finding Nash equilibrium in multi-player games The Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), pp. 383-389 |

P[BER17b] | K. Berg (2017) Extremal pure strategies and monotonicity in repeated games Computational Economics, Vol. 49 (3), 2017, pp. 387-404 (View at publisher) |

P[BER17c] | K. Berg and G. Schoenmakers (2017) Construction of subgame-perfect mixed-strategy equilibria in repeated games Games, Vol. 8(4), 47, 2017 (View at publisher) |

P[BRU17a] | M. Brunelli and J. Mezei (2017) An inquiry into approximate operations on fuzzy numbers International Journal of Approximate Reasoning, 81, 2017, pp. 147-159 (View at publisher) |

P[BRU17b] | M. Brunelli (2017) Studying a set of properties of inconsistency indices for pairwise comparisons Annals of Operations Research, 248(1), 2017, pp. 143-161 |

P[CAR17] | A.N. Carvalho, L.F. Scavarda, F. Oliveira (2017) An optimisation approach for capacity planning: modelling insights and empirical findings from a tactical perspective Production, 27, 2017, e20170014 (View at publisher) |

P[CON17] | L.D. Condeixa, A. Leiras, F. Oliveira, I. de Brito Jr (2017) Disaster relief supply pre-positioning optimization: A risk analysis via shortage mitigation International Journal of Disaster Risk Reduction, Vol. 25, 2017, pp. 238-247 (View at publisher) |

P[CON17a] | L.D. Condeixa, L.S.L. Bastos, F.L.C. Oliveira and S.D.J. Barbosa (2017) Wind speed time series analysis using TBATS decomposition and moving blocks bootstrap International Journal of Energy and Statistics 5 (02), 1750010, 2017 (View at publisher) |

P[CUN17a] | P. Cunha, F. Raupp, F. Oliveira (2017) Periodic review system for inventory replenishment control for a two-echelon logistics network under demand uncertainty: a two-stage stochastic programming approach Pesquisa Operacional, Vol. 37 (2), 2017, pp. 247-276 (View at publisher) |

P[CUN17b] | P. Cunha, F. Raupp, F. Oliveira (2017) A two-stage stochastic programming model for periodic replenishment control system under demand uncertainty Computers and Industrial Engineering, Vol. 107, 2017, pp. 313-326 (View at publisher) |

P[DILL17] | M. Dillon, F. Oliveira, and B. Abbasi (2017) A two-stage stochastic programming model for inventory management in the blood supply chain Int. J. Production Economics, 187, pp. 27-41 (View at publisher) |

P[DIZ17] | G. Diz, F. Oliveira, S. Hamacher (2017) Improving maritime inventory routing: application to a Brazilian petroleum case Maritime Policy & Management, Vol. 44 (1), 2017, pp. 42-61 (View at publisher) |

P[HAM17] | R.P. Hämäläinen and I. Leppänen (2017) Cheap talk and cooperation in Stackelberg games Central European Journal of Operations Research, Vol. 25, No. 2, 2017, pp. 261-286. (View at publisher) |

P[HEL17] | K. Helin, A. Käki, B. Zakeri, R. Lahdelma and S. Syri (2017) Economic potential of industrial demand side management in pulp and paper industry Energy Volume 141, 15 December 2017, pp. 1681-1694 (View at publisher) |

P[JYL17] | J. Jylhä, M. Ruotsalainen, V. Väisänen, K. Virtanen, M. Harju and M. Väilä (2017) A Machine Learning Framework for Performance Prediction of an Air Surveillance System Proceedings of the 14th European Radar Conference. DOI: 10.23919/EURAD.2017.8249178 |

P[KET17] | J. Kettunen and A. Salo (2017) Estimation of Downside Risks in Project Portfolio Selection Production and Operations Management, Vol. 26, No. 10, 2017, 1839?1853 (View at publisher) |

P[KUU17] | J-M. Kuusinen, J. Sorsa, M-L. Siikonen, H. Hakonen and H. Ehtamo (2017) People flow in buildings OR/MS Today, Vol. 44, No. 2, 2017. |

P[LAH17] | T. J. Lahtinen, J. H. A. Guillaume and R. P. Hämäläinen (2017) Why pay attention to paths in the practice of environmental modelling? Environmental Modelling and Software, Vol. 92, 2017, pp. 74-81. (View at publisher) (Slides) |

P[LAH17b] | T. J. Lahtinen, R. P. Hämäläinen and J. Liesiö (2017) Portfolio Decision Analysis Methods in Environmental Decision Making Environmental Modelling and Software, Vol. 94, 2017, pp. 73-86 (View at publisher) (Slides) |

P[LEP17] | I.Leppänen and R.P. Hämäläinen (2017) Emotions in a Repeated Cournot Duopoly Game: A Psychophysiological Experiment Journal of Neuroscience, Psychology, and Economics. Online First Publication, March 6, 2017. http://dx.doi.org/10.1037/npe0000069 |

P[MAN17] | A. Mancuso, M. Compare, A. Salo and E. Zio (2017) Portfolio optimization of safety measures for reducing risks in nuclear systems Reliability Engineering and System Safety 167, 2017, pp. 20-29 (Slides) |

P[MAN17]esrel | A. Mancuso, M. Compare, A. Salo and E. Zio (2017) Risk informed decision making under incomplete information: Portfolio decision analysis and credal networks Safety and Reliability: Theory and Applications - Proceedings of the 27th European Safety and Reliability Conference, ESREL 2017, pp. 743-750 (Slides) |

P[MANH17] | H. Mansikka, D. Harris and K. Virtanen (2017) An Input-Process-Output Model of Pilot Core Competencies Aviation Psychology and Applied Human Factors, 7, pp. 78-85. |

P[MEZ17] | J. Mezei, M. Brunelli and C. Carlsson (2017) A fuzzy approach to using expert knowledge for tuning paper machines Journal of the Operational Research Society, Volume 68, Issue 6, pp. 605-616 |

P[RIN17] | T. Rintamäki, A. Siddiqui and A. Salo (2017) Does Renewable Energy Generation Decrease the Volatility of Electricity Prices? An Analysis of Denmark and Germany Energy Economics, Vol. 62, 2017, pp. 270-282 |

P[SCH17a] | A. von Schantz, H. Ehtamo and I. Pärnänen (2017) Twotype multiagent game for egress congestion Hawaii International Conference on System Sciences 2017 (HICSS-50) (View at publisher) |

P[TER17] | T. Tervonen, J. Liesiö and A. Salo (2017) Modelling Project Preferences in Multiattribute Portfolio Decision Analysis European Journal of Operational Research Vol. 263, No. 1, 2017, pp. 225-239 |

P[TOP17a] | A. Toppila and A. Salo (2017) Binary decision diagrams for generating and storing non-dominated project portfolios with interval-valued project scores European Journal of Operational Research 260/1, 2017, pp. 244-254. |

P[TOP17b] | A. Toppila and A. Salo (2017) Selection of risk reduction portfolios under interval-valued probabilities Reliability Engineering and System Safety 163, 2017, pp. 69-78 (View at publisher) |

P[VAI17] | M. Väilä, J. Jylhä, V. Väisänen, H. Perälä, A.Visa, M. Harju and K. Virtanen (2017) A RCS Model of Complex Targets for Radar Performance Prediction Radar Conference (RadarConf), 2017 IEEE. DOI: 10.1109/RADAR.2017.7944241 |

### 2016

P[BER16] | K. Berg and T. Sandholm (2016) Exclusion method for finding Nash equilibrium in multi-player games Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2016 (View at publisher) |

P[BER16b] | K. Berg (2016) Elementary subpaths in discounted stochastic games Dynamic Games and Applications, Vol. 6 (3), 2016, 304-323 (View at publisher) |

P[BRU16a] | M. Brunelli (2016) On the conjoint estimation of inconsistency and intransitivity of pairwise comparisons. Operations Research Letters, Vol. 44, Issue 5, 2016, pp. 672--675 |

P[BRU16b] | M. Brunelli (2016) Recent advances on inconsistency indices for pairwise comparisons - a commentary. Fundamenta Informaticae, vol. 144, 2016, pp. 321-332 |

P[BRU16c] | M. Brunelli (2016) A technical note on two inconsistency indices for preference relations: a case of functional relation. Information Sciences, Vol. 357, 2016, pp. 1-5 |

P[CHE16] | Y. Chen, Y. Li, L. Liang, A. Salo and H. Wu (2016) Frontier Projection and Efficiency Decomposition in Two-stage Processes with Slacks-based Measures European Journal of Operational Research, Vol. 250, Issue 2, 2016, pp. 543-554 |

P[FRA16] | L.A. Franco and R.P. Hämäläinen (2016) Behavioural operational research: Returning to the roots of the OR profession European Journal of Operational Research, Vol. 249, Issue 3, 2016, pp 791-795. |

P[FRA16a] | L.A. Franco and R.P. Hämäläinen (2016) Engaging with behavioural OR: On methods, actors, and praxis. In Kunc, M, Malpass, J, White, L (ed) Behavioural operational research: Theory, methodology and practice:, pp.1-14, DOI: 10.1057/978-1-137-53551-1. |

P[HAM16] | R. P. Hämäläinen and T. J. Lahtinen (2016) Path Dependence in Operational Research - How the Modeling Process Can Influence the Results Operations Research Perspectives, Vol. 3, 2016, pp. 14-20 (View at publisher) (Slides) |

P[HAR16] | M. Harju, K. Virtanen, and J. Poropudas (2016) Simulation Metamodeling Using Dynamic Bayesian Networks with Multiple Time Scales Proceedings of the 9th EUROSIM Congress on Modelling and Simulation, Oulu, Finland, September 12-16, 2016, pp. 572-578 |

P[KAU16] | L. Kauppinen, A. Salo and A. Siddiqui (2016) The Impact of Uncertain Revenues and Costs on Time-to-Build Proceedings of the 20th Real Options Annual Conference, Oslo and Trondheim, Norway, June 15-18, 2016 |

P[KUN16] | K. Künsemöller, N. Zhang, K. Berg and J. Soares (2016) A game-theoretic evaluation of an ISP business model in caching International Systems Frontiers (View at publisher) |

P[LAH16] | T.J. Lahtinen and R.P. Hämäläinen (2016) Path dependence and biases in the even swaps decision analysis method European Journal of Operational Research, Vol. 249, Issue 3, 2016, pp. 890-898 (View at publisher) (Slides) |

P[LAI16] | P. Laitila and K. Virtanen (2016) Improving Construction of Conditional Probability Tables for Ranked Nodes in Bayesian Networks IEEE Transactions on Knowledge and Data Engineering, Volume: 28, Issue: 7, July 1 2016 |

P[LEP16] | I. Leppänen (2016) Consistent conjectures and the evolutionary stability of other regarding preferences Economics Letters, Vol. 142, 2016, pp. 53-55 (View at publisher) |

P[MAN16] | A. Mancuso, M. Compare, A. Salo, E. Zio and T. Laakso (2016) Risk-based optimization of pipe inspections in large underground networks with imprecise information Reliability Engineering and Systems Safety, Vol. 152, 2016, pp. 228-238 (Slides) |

P[MAN16a] | H. Mansikka, K. Virtanen, D. Harris and P. Simola (2016) Fighter pilots' heart rate, heart rate variation and performance during an instrument flight rules proficiency test Applied Ergonomics (View at publisher) |

P[MAN16b] | H. Mansikka, P. Simola, K. Virtanen, D. Harris and L.Oksama (2016) Fighter pilots' heart rate, heart rate variation and performance during instrument approaches Ergonomics, DOI: 10.1080/00140139.2015.1136699 (View at publisher) |

P[MAN16]esrel | A. Mancuso, M. Compare, A. Salo and E. Zio (2016) Bayesian approach for safety barrier portfolio optimization Risk, Reliability and Safety: Innovating Theory and Practice - Proceedings of the 26th European Safety and Reliability Conference, ESREL 2016, pp. 1765-1772 |

P[MANH16) | H. Mansikka, D. Harris and K. Virtanen (2016) Relationship Between the Core Competencies: A Case Study of Operator Proficiency Checks 32nd European Association for Aviation Psychology (EAAP) Conference, D3 Professional conference proceedings. |

P[MEZ16a] | J. Mezei and M. Brunelli (2016) Decision analytics and soft computing with industrial partners: a personal retrospective. In: M. Collan, M. Fedrizzi and J. Kacprzyk (eds.). Fuzzy Technology. Studies in Fuzziness and Soft Computing vol. 335, 2016, Springer, New York (pp. 193-205). |

P[MOR16a] | A. Morton, J. Keisler and A. Salo (2016) Multicriteria Portfolio Decision Analysis for Project Selection In: S. Greco, M. Ehrgott, and J. R. Figueira (eds) Multicriteria Decision Making: State of the Art Surveys, Springer
International Series in Operations Research & Management Science, Vol. 233, pp. 1269-1298. (View at publisher) |

P[RIN16] | T. Rintamäki, A. Siddiqui and A. Salo (2016) How Much Is Enough? Optimal Support Payments in a Renewable-Rich Power System Energy, Vol. 117, 2016, pp. 300-313 (View at publisher) |

P[RUO16] | M. Ruokokoski, J. Sorsa, M-L. Siikonen and H. Ehtamo (2016) Assignment formulation for the Elevator Dispatching Problem with destination control and its performance analysis European Journal of Operational Research (View at publisher) |

P[SCH16] | L. Schang, Y. Hynninen, A. Morton and A. Salo (2016) Developing robust composite measures of healthcare quality - Ranking intervals and dominance relations for Scottish Health Boards Social Science & Medicine, Vol. 162, 2016, pp. 59-67 |

P[TOR16] | J. Törmänen, R.P. Hämäläinen and E. Saarinen (2016) Systems Intelligence Inventory In: Learning Organization, vol. 23(4), 2016, pp. 218-231. (Slides) |

P[VAI16] | M. Väilä, J. Jylhä, V. Väisänen, H. Perälä, A. Visa, M. Harju and K. Virtanen (2016) A RCS model of complex targets for radar performance prediction Proceedings of the 2016 IEEE Radar Conference Philadelphia, PA, USA, May 2-6, 2016 |

P[VIR16] | V. Virasjoki, P. Rocha, A. S. Siddiqui and A. Salo (2016) Market Impacts of Energy Storage in a Transmission-Constrained Power System IEEE Transactions on Power Systems, Vol. 31, 2016, pp. 4108 - 4117 |

P[WAH16] | B. Wahlström (2016) Safety Automation N. Möller, S. O. Hansson, J.-E. Holmberg, C. Rollenhagen (eds.), 2016: Handbook of Safety Principles, John Wiley & Sons, Inc. |

P[ZAK16] | B. Zakeri, V. Virasjoki, S. Syri, D. Connolly, B. V. Mathiesen and M. Welsch (2016) Impact of Germany's energy transition on the Nordic power market - A market-based multi-region energy system model Energy, Vol. 115, Part 3, 2016, pp. 1640-1662 |

### 2015

P[BAR15] | E. Bartolini, L. Bodin and A. Mingozzi (2015) The traveling salesman problem with pickup, Networks, doi: 10.1002/net.21663 |

P[BER15] | K. Berg, J. Flesch and F. Thuijsman (2015) Golden and silver ratios in bargaining Fibonacci Quarterly, Vol. 53 (2), 2015, pp. 130-134 (View at publisher) |

P[BRU15b] | M. Brunelli and M. Fedrizzi (2015) Boundary properties of inconsistency of pairwise comparisons in group decisions European Journal of Operational Research, Vol. 240, no. 3, 2015, pp. 765-773 |

P[BRU15c] | M. Brunelli (2015) Introduction to the Analytic Hierarchy Process. SpringerBriefs in Operations Research (View at publisher) |

P[BRU15a] | M. Brunelli and M. Fedrizzi (2015) Axiomatic properties of inconsistency indices for pairwise comparisons Journal of the Operational Research Society, Vol. 66, no. 1, 2015, pp. 1-15 |

P[GUS15] | J. Gustafsson (2015) Theory of Generalized Risk Attitudes Decision Analysis Vol. 12 No 4, 2015, pp. 205-227 |

P[HAM15] | R.P. Hämäläinen (2015) Behavioural issues in environmental modelling - the missing perspective Environmental Modelling & Software, 73, 2015, pp. 244-253. (Slides) |

P[KAK15]a | A. Käki, J. Liesiö, A. Salo and S. Talluri (2015) Newsvendor decisions under supply uncertainty International Journal of Production Research, Vol. 53, No. 5, 2015, pp. 1544-1560 |

P[KAK15]b | A. Käki, A. Salo and S. Talluri (2015) Disruptions in Supply Networks: A Probabilistic Risk Assessment Approach Journal of Business Logistics Vol. 36, No. 3, 2015, pp. 273-287 |

P[MAN15]esrel | A. Mancuso, M. Compare, A. Salo, E. Zio and T. Laakso (2015) Identification of the most critical pipes in the presence of imprecise information Safety and Reliability of Complex Engineered Systems - Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015, pp. 2717-2722 |

P[MAT15] | V. Mattila and K. Virtanen (2015) Ranking and selection for multiple performance measures using incomplete preference information European Journal of Operational Research, Volume 242, Issue 2, 2015, pp. 568-579 |

P[MIL15] | P. Mild, J. Liesiö and A. Salo (2015) Selecting Infrastructure Maintenance Projects with Robust Portfolio Modeling Decision Support Systems Vol 77, 2015, pp. 21-30 |

P[ROB15] | R. Roberti, E. Bartolini and A. Mingozzi (2015) The Fixed Charge Transportation Problem: An Exact Algorithm Based on a New Integer Programming Formulation Management Science, Vol. 61, 2015, pp. 1275 -1291 (View at publisher) |

P[ROP15] | J. Roponen and A. Salo (2015) Adversarial Risk Analysis for Enhancing Combat Simulation Models Journal of Military Studies, Vol. 6, No. 2, 2015. |

P[RUO15] | M. Ruokokoski, H. Ehtamo and P.M. Pardalos (2015) Elevator Dispatching Problem: a Mixed Integer Linear Programming Formulation and Polyhedral Results Journal of Combinatorial Optimization, Vol. 29, Issue 4, 2015, pp 750-780. |

P[SAA15] | E. Saarinen (2015) Life-Philosophical Lecturing as a Systems-Intelligent Technology of the Self Journal of Philosophical research, Vol. 40, Issue Supplement, 2015, pp. 263-280 |

P[SAS15] | Y. Sasaki, R.P. Hämäläinen and E. Saarinen (2015) Modeling Systems of Holding Back as Hypergames and Its Connection with Systems Intelligence Systems Research and Behavioral Science, Vol. 32, Issue 6, 2015, pp. 563-743. (Slides) |

P[SCH15] | A. von Schantz and H. Ehtamo (2015) Spatial game in cellular automaton evacuation model Physical Review E 92, 052805 (View at publisher) |

P[SLO15] | S. Slotte and R.P. Hämäläinen (2015) Decision Structuring Dialogue EURO Journal on Decision Processes, Vol. 3, Issue 1, 2015, pp. 141-159. |

P[VIL15] | E. Vilkkumaa, A. Salo, J. Liesiö, and A Siddiqui (2015) Fostering Breakthrough Technologies - How Do Optimal Funding Decisions Depend on Evaluation Accuracy? Technological Forecasting and Social Change, Vol. 96, 2015, pp. 173-190 |

### 2014

P[BER14] | K. Berg and M. Kitti (2014) Fractal geometry of equilibrium payoffs in discounted supergames Fractals, Vol. 22 (4), 2014 (View at publisher) |

P[HAM14] | R.P Hämäläinen and E. Saarinen (2014) Systeemiäly Björn Wahlström and Martin Ollus (eds.): Systeemiteoria ennen ja nyt - systeemit muuttuvassa maailmassa, Hans Blomberg - seminaari, 13-14.5.2013, Brändö, Ahvenanmaa. Systems Analysis Laboratory, Aalto University Publication Series, Science + Technology 6 / 2014 (in Finnish) |

P[HAM14b] | R.P. Hämäläinen, J. Luoma and E. Saarinen (2014) Mathematical modeling is more than fitting equations American Psychologist, Vol 69, No. 6, 2014, pp. 633-634. (doi: 10.1037/a0037048) |

P[HAM14c] | R.P. Hämäläinen, Rachel Jones, Esa Saarinen (2014) Being Better Better - Living with Systems Intelligence Aalto University Publications, CROSSOVER 4/2014 |

P[KAK14] | A. Käki, A. Salo and S. Talluri (2014) Scenario-Based Modeling of Interdependent Demand and Supply Uncertainties IEEE Transactions on Engineering Management, Vol. 61, No. 1, 2014, pp. 101-113. |

P[KAN14] | J. Kangaspunta and A. Salo (2014) Expert Judgments in the Cost-Effectiveness Analysis of Resource Allocations: A Case Study in Military Planning OR Spectrum, Vol. 36, No. 1, 2014, pp. 161-185 |

P[KUU14] | J-M. Kuusinen, J. Sorsa, M-L. Siikonen (2014) The elevator trip origin-destination matrix estimation problem Transportation Science. Published online in Articles in Advance 8 May. |

P[KUU14a] | J-M. Kuusinen, A. Malapert (2014) The effect of randomization on constraint based estimation of elevator trip origin-destination matrices Proceedings of the 4th Symposium on Lift and Escalator Technologies, Northampton, 115-126. |

P[LIE14] | J. Liesiö (2014) Measurable Multiattribute Value Functions for Portfolio Decision Analysis Decision Analysis, Vol. 11, No. 1, 2014, pp. 1-20. |

P[LIE14b] | J. Liesiö and A. Punkka (2014) Baseline Value Specification and Sensitivity Analysis in Multiattribute Project Portfolio Selection European Journal of Operational Research,Volume 237, Issue 3, 2014, pp. 946-956 |

P[MAT14] | V. Mattila and K. Virtanen (2014) Maintenance scheduling of a fleet of fighter aircraft through multi-objective simulation-optimization SIMULATION: Transactions of The Society for Modeling and Simulation International, Vol. 90, No. 9, 2014, pp. 1023-1040 |

P[MAT14b] | V. Mattila, L. Muttilainen, K. Virtanen, J. Jylhä and V. Väisänen (2014) Optimizing locations of decoys for protecting surface-based radar against anti-radiation missile with multi-objective ranking and selection Proceedings of the 2014 Winter Simulation Conference, Savannah, GA, Dec. 7.-10.2014, pp. 2319-2330. |

P[PUN14] | A. Punkka and A. Salo (2014) Scale Dependence and Ranking Intervals in Additive Value Models under Incomplete Preference Information Decision Analysis, Vol. 11, No. 2, 2014, pp. 83-104. |

P[SCH14] | A. von Schantz and H. Ehtamo (2014) Cellular Automaton Evacuation Model Coupled with a Spatial Game Lecture Notes in Computer Science Vol. 8610, 2014, pp 371-382 |

P[VIL14] | E. Vilkkumaa, J. Liesiö, and A. Salo (2014) Optimal Strategies for Selecting Project Portfolios Using Uncertain Value Estimates European Journal of Operational Research, Vol. 233, 2014, pp. 772-783 |

P[VIL14]b | E. Vilkkumaa, A. Salo, and J. Liesiö (2014) Multicriteria Portfolio Modeling for the Development of Shared Action Agendas Group Decision and Negotiation, Vol. 23, 2014, pp. 49-70 |

### 2013

P[BER13] | K. Berg and M. Kitti (2013) Computing equilibria in discounted 2x2 supergames Computational Economics, Vol. 41, 2013, pp. 71-88 (View at publisher) |

P[BER13b] | K. Berg (2013) Complexity of solution structures in nonlinear pricing Annals of Operations Research, Vol. 206, 2013, pp. 23-37 (View at publisher) |

P[BER13c] | K. Berg, H. Ehtamo, M.A. Uusitalo and C. Wijting (2013) Priority-based classification of spectrum access models IEEE Communications Magazine, Vol. 51, 2013, pp. 162-167 (View at publisher) |

P[BRU13a] | M. Brunelli and J.Mezei (2013) How different are ranking methods for fuzzy numbers? A numerical study International Journal of Approximate Reasoning, 54(5), 627-639. Supplementary material |

P[BRU13b] | M. Brunelli, A. Critch and M. Fedrizzi (2013) A note on the proportionality between some consistency indices in the AHP Applied Mathematics and Computation, 219(14), 7901-7906 |

P[BRU13c] | M. Brunelli, L. Canal and M. Fedrizzi (2013) Inconsistency indices for pairwise comparison matrices: a numerical study Annals of Operations Research, Vol. 211, 2013, 493-509 |

P[CAR13] | C. Carlsson, J. Mezei and M. Brunelli (2013) Fuzzy ontology used for knowledge mobilization International Journal of Intelligent Systems, Vol 28, Issue 1, pp. 52-71. |

P[CAR13b] | C. Carlsson, M. Brunelli, J. Mezei (2013) A soft computing approach to mastering paper machines 46th Hawaii International Conference on System Sciences |

P[DEM13] | E. Demeulemeester, R. Kolisch and A. Salo (2013) Project Management and Scheduling Flexible Services and Manufacturing Journal, Vol. 25, Nos. 1-2, pp. 1-5. |

P[HAM13] | R.P. Hämäläinen, J. Luoma and E. Saarinen (2013) On the Importance of Behavioral Operational Research: The Case of Understanding and Communicating about Dynamic Systems European Journal of Operational Research, Vol 228, Issue 3, pp. 623-634. http://dx.doi.org/10.1016/j.ejor.2013.02.001 (Slides) |

P[HEL13] | S. Heliövaara, H. Ehtamo, D. Helbing and T. Korhonen (2013) Patient and Impatient Pedestrians in a Spatial Game for Egress Congestion Physical Review E 87, 012802, pp. 1-10. |

P[KAK13]a | A. Käki, A. Salo and S. Talluri (2013) Impact of the Shape of Demand Distribution in Decision Models for Operations Management Computers in Industry, Vol. 64, 2013, pp. 765-775 |

P[KUU13] | J-M. Kuusinen, M. Ruokokoski, J. Sorsa, M-L. Siikonen (2013) Linear programming formulation of the elevator trip origin-destination matrix estimation problem Proceedings of the 2nd International Conference on Operations Research and Enterprise Systems, Barcelona, 298-303. |

P[MAR13] | F. Martela and E. Saarinen (2013) The Systems Metaphor in Therapy Discourse: Introducing Systems Intelligence Psychoanalytic Dialogues, Vol. 23, No. 1, 2013, pp. 80-101 |

P[MAT13] | V. Mattila, K. Virtanen, and R.P.Hämäläinen (2013) A simulated annealing algorithm for noisy multiobjective optimization Journal of Multi-Criteria Decision Analysis, 20(5-6), pp. 255-276. |

P[POU13] | J. Pousi, J. Poropudas and K. Virtanen (2013) Simulation metamodelling with Bayesian networks Journal of Simulation, Vol. 7, No. 4, 2013, pp. 297-311 |

P[PUN13] | A. Punkka and A. Salo (2013) Preference Programming with incomplete ordinal information European Journal of Operational Research, Vol. 231, No. 1, pp. 141-150 |

P[TOP13] | A. Toppila and A. Salo (2013) A computational framework for prioritization of events in fault tree analysis under interval-valued probabilities IEEE Transactions on Reliability, Vol. 62, No. 3, 2013, pp. 583-595 |

### 2012

P[BER12] | K. Berg and M. Katsigiannis (2012) Optimal cost-based strategies in mobile network offloading 7th International Conference on Cognitive Radio Oriented Wireless Networks (CrownCom) (View at publisher) |

P[BER12b] | K. Berg, M.A. Uusitalo and C. Wijting (2012) Spectrum access models and auction mechanisms 2012 IEEE International Symposium on Dynamic Spectrum Access Networks (DYSPAN) (View at publisher) |

P[BER12c] | K. Berg and H. Ehtamo (2012) Continuous learning methods in two-buyer pricing problem Mathematical Methods of Operations Research, Vol. 75, No. 3, pp. 287-304 (View at publisher) |

P[HEL12] | S. Heliövaara, J-M. Kuusinen, T. Rinne, T. Korhonen and H. Ehtamo (2012) Pedestrian Behavior and Exit Selection in Evacuation of a Corridor - An Experimental Study Safety Science, 50, pp. 221-227. |

P[HEL12b] | S. Heliövaara, T. Korhonen, S. Hostikka and H. Ehtamo (2012) Counterflow Model for Agent-Based Simulation of Crowd Dynamics Building and Environment, Vol. 48, pp. 89-100 |

P[HYT12] | H. Hytönen, T. Jarimo, A. Salo and E. Yli-Juuti (2012) Markets for standardized technologies: Patent licensing with Principle of Proportionality Technovation, Vol. 32, Nos. 9-10, pp. 897-912. |

P[JON12a] | R. Jones and J. Corner (2012) Stages and Dimensions of Systems Intelligence Systems Research and Behavioral Science, Vol 29, Nro. 1, pp. 30-45. |

P[JON12b] | R. Jones and J. Corner (2012) Seeing the forest and the trees: A complex a daptive systems lens for mentoring Human Relations, 65(3), 391-411. |

P[JON12c] | R. Jones and J. Corner (2012) Stages and Dimensions of Systems Intelligence Systems Research and Behavioral Science, Vol. 29, No. 1, 2012, pp. 30-45 |

P[KAN12] | J.Kangaspunta, J.Liesiö and A.Salo (2012) Cost-Efficiency Analysis of Weapon System Portfolios European Journal of Operational Research, Vol. 223, No. 1, pp. 264-275 |

P[KEL12] | L.R. Keller, A. Abbas, J.E. Bickel, V. Bier, D. Budescu, J. Butler, E. Diecidue, R. Dillon-Merrill, R.P. Hämäläinen, K. Lichtendahl Jr, J. Merrick, J. Simon and G. Wu (2012) From the Editors - Brainstorming, Multiplicative Utilities, Partial Information on Probabilities or Outcomes and Regulatory Focus Decision Analysis, Vol. 9, No. 4, pp. 297-302. |

P[KON12] | T. Könnölä, A. Salo, C. Cagnin, V. Carabias and E. Vilkkumaa (2012) Facing the Future: Scanning, Synthesizing and Sense-Making in Horizon Scanning Science and Public Policy, Vol. 39, No. 2, pp. 222-231 |

P[KUU12] | J-M. Kuusinen, J. Sorsa, M-L. Siikonen and H. Ehtamo (2012) A Study on the Arrival Process of Lift Passengers in a Multi-Storey Office Building Building Services Engineering Research and Technology, 33:4, pp. 437-449. http://bse.sagepub.com/content/early/2011/11/10/0143624411427459.abstract |

P[LIE12] | J. Liesiö, A. Salo (2012) Scenario-Based Portfolio Selection of Investment Projects with Incomplete Probability and Utility Information European Journal of Operational Research, Vol. 217, No. 1, pp. 162-172 |

P[SAL12] | A. Salo (2012) A Seminar for Solving Client Problems in Project Teams INFORMS Transactions on Education, Vol. 13, No. 1, pp. 17-27. |

P[TOP12] | A. Toppila and A. Salo (2012) Prioritizing Failure Events in Fault Tree Analysis Using Interval-valued Probability Estimates Proceedings of the International Conference on Probabilistic Safety Assessment and Management & Annual European Safety and Reliability Conference, 25-29 June 2012, Helsinki, Finland (to appear) Electronic media format |

### 2011

P[BER11] | K. Berg, A. Klemettilä, M.A. Uusitalo and C. Wijting (2011) Evaluating the economic impact of cognitive radio with a three-player oligopoly model 2011 IEEE International Symposium on Dynamic Spectrum Access Networks (DYSPAN) (View at publisher) |

P[BRU11] | V. Brummer, A. Salo, J. Nissinen and J. Liesiö (2011) A Methodology for the Identification of Prospective Collaboration Networks in International R&D Programs International Journal of Technology Management, Vol. 54 No. 4, pp. 369-389 |

P[GUS11] | J. Gustafsson, B. De Reyck, Z. Degraeve and A. Salo (2011) Valuation of Risky Projects and Illiquid Investments Using Portfolio Selection Models In: A. Salo, J. Keisler and A. Morton (eds.), Portfolio Decision Analysis: Improved Methods for Resource Allocation, Springer, New York. |

P[JON11a] | R. Jones, J. Corner and R.P. Hämäläinen (2011) Systems Intelligence as a Lens for Managing Personal Knowledge Personal Knowledge Management, Individual, Organizationl and Social Perspectives, Edited by David J. Pauleen and Gary E. Gorman, 2011, Chapter 5, pp. 79-98. |

P[JON11b] | R. Jones and D. Brown (2011) The Mentoring Relationship as a Complex Adaptive System: Finding a Model for Our Experience, Mentoring and Tutoring, Vol. 19, No. 4, pp. 401-408. |

P[KAK11] | A. Käki and A. Salo (2011) Impacts of the Shape of the Demand Distribution on Procurement Risk Mitigation Proceedings of the 22nd Annual Production and Operations Management (POMS) Conference. Available at: http://www.pomsmeetings.org/ConfPapers/020/020-0741.pdf (Slides) |

P[KON11a] | T. Könnölä, A. Salo, C. Cagnin, V. Carabias and E. Vilkkumaa (2011) Facing the Future: Scanning, Synthesizing and Sense-Making in Horizon Scanning Fourth International Seville Conference on Future-Oriented Technology Analysis, Seville, Spain, 12-13 May 2011 |

P[KON11b] | T. Könnölä, A.Salo and V.Brummer (2011) Foresight for European Coordination: Developing National Priorities for the Forest-Based Sector Technology Platform International Journal of Technology Management, Vol. 54 No. 4, pp. 438-459 |

P[KOR11] | T. Korhonen and S. Heliövaara (2011) FDS+Evac: Herding Behavior and Exit Selection, Fire Safety Science Proceedings of the Tenth International Symposium, Editor M. Spearpoint, International Association for Fire Safety Science, 2011, ISNN 1817-4299, pages 723-732. |

P[LUO11] | J. Luoma, R. P. Hämäläinen and E. Saarinen (2011) Acting with systems intelligence: Integrating complex responsive processes with the systems perspective Journal of the Operational Research Society, 62, pp 3-11. |

P[MAT11] | V. Mattila and K. Virtanen (2011) Scheduling Fighter Aircraft Maintenance with Reinforcement Learning Proceedings of the 2011 Winter Simulation Conference, Phoenix, AZ, Dec. 11.-14.2011. |

P[POR11a] | J. Poropudas and K. Virtanen (2011) Simulation Metamodeling with Dynamic Bayesian Networks European Journal of Operational Research, Vol. 214, No. 3, pp. 644-655. |

P[POR11b] | J. Poropudas, J. Pousi and K. Virtanen (2011) Multiple Input and Multiple Output Simulation Metamodeling using Bayesian Networks Proceedings of the 2011 Winter Simulation Conference, Phoenix, AZ, Dec. 11.-14.2011, pp. 569-580. |

P[SAL11a] | A. Salo and A. Punkka (2011) Ranking Intervals and Dominance Relations for Ratio-based Efficiency Analysis Management Science, Vol. 57, No. 1, pp. 200-214. |

P[SAL11b] | A. Salo, J. Keisler and A. Morton (2011) An Invitation to Portfolio Decision Analysis In: A. Salo, J. Keisler and A. Morton (eds.), Portfolio Decision Analysis: Improved Methods for Resource Allocation, Springer, New York. |

P[TOP11] | A. Toppila, J. Liesiö and A. Salo (2011) A Resource Allocation Model for R&D Investments - A Case Study in Telecommunication Standardization In: A. Salo, J. Keisler and A. Morton (eds.), Portfolio Decision Analysis: Improved Methods for Resource Allocation, Springer, New York. |

### 2010

P[BER10] | K. Berg and H. Ehtamo (2010) Interpretation of Lagrange multipliers in nonlinear pricing problem Optimization Letters, Vol. 4, No. 2, Pages 275-285. (View at publisher) |

P[EHT10a] | H. Ehtamo, K. Berg and M. Kitti (2010) An Adjustment Scheme for Nonlinear Pricing Problem with Two Buyers European Journal of Operational Research, Vol. 201, pp. 259-266. (View at publisher) |

P[EHT10b] | H. Ehtamo, S. Heliövaara, T. Korhonen and S. Hostikka (2010) Game Theoretic Best-Response Dynamics for Evacuees' Exit Selection Advances in Complex Systems, Vol. 13, No. 1, pp. 113-134. |

P[EHT10c] | H. Ehtamo, S. Heliövaara, S. Hostikka and T. Korhonen (2010) Modeling Evacuees' Exit Selection with Best Response Dynamics Proceedings of Pedestrian and Evacuation Dynamics 2008, Wuppertal, Germany. Springer 2010, pp. 309-319. |

P[EKH10a] | T. Ekholm, V. Krey, S. Pachauri and K. Riahi (2010) Determinants of Household Energy Consumption in India Energy Policy, Vol. 38, No. 10, pp. 5696-5707. |

P[EKH10b] | T. Ekholm, S. Soimakallio, S. Moltmann, N. Höhne, S. Syri and I. Savolainen (2010) Effort Sharing in Ambitious, Global Climate Change Mitigation Scenarios Energy Policy, Vol. 38, No. 4, pp. 1797-1810. |

P[FLE10] | S.E. Fleten, E. Näsäkkälä (2010) Gas Fired Power Plants: Investment Timing Operating Flexibility and C02 Capture Energy Economics, Vol. 32, Issue 4, pp. 805-816. |

P[HAM10] | R.P. Hämäläinen, J. Mustajoki and M. Marttunen (2010) Web-based Decision Support: Creating a Culture of Applying Multi-criteria Decision Analysis and Web Supported Participation in Environmental Decision Making In Rios-Insua D., French S. (eds.): e-Democracy: A Group Decision and Negotiation Perspective. Advances in Group Decision and Negotiation 5, Springer Science+Business Media B.V., Dordrecht, Holand, 2010, pp. 201-221. ISBN: 978-90-481-9044-7 |

P[KAK10] | A. Käki and A. Salo (2010) Evaluating procurement strategies under uncertain demand and risk of component unavailability Operations Research Proceedings 2010. Springer Verlag, Berlin, Heidelberg. pp. 441-446. (Slides) |

P[KET10] | J. Kettunen, A. Salo and D.W. Bunn (2010) Optimization of Electricity Retailer's Contract Portfolio Subject to Risk Preferences IEEE Transactions on Power Systems, Vol. 25, No. 1, pp. 117-128. |

P[KOR10] | T. Korhonen, S. Hostikka, S. Heliövaara and H. Ehtamo (2010) FDS+Evac: An Agent Based Fire Evacuation Model Proceedings of Pedestrian and Evacuation Dynamics 2008, Wuppertal, Germany. Springer 2010, pp. 109-120. |

P[POR10a] | J. Poropudas and K. Virtanen (2010) Game Theoretic Validation and Analysis of Air Combat Simulation Models IEEE Transaction on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 40, No. 5, pp. 1057-1070. |

P[POR10b] | J. Poropudas and K. Virtanen (2010) Simulation Metamodeling in Continuous Time Using Dynamic Bayesian Networks Proceedings of the 2010 Winter Simulation Conference, Baltimore, MD, Dec. 3.-5.2010, pp. 935-946. (Slides) |

P[POU10] | J. Pousi, J. Poropudas and K. Virtanen (2010) Game Theoretic Simulation Metamodeling Using Stochastic Kriging Proceedings of the 2010 Winter Simulation Conference, Baltimore, MD, Dec. 3.-5.2010, pp. 1456-1467. |

P[SAL10a] | A. Salo and R.P. Hämäläinen (2010) Multicriteria Decision Analysis in Group Decision Processes In: D.M. Kilgour and C. Eden (eds.), Handbook of Group Decision and Negotiation, Springer, New York, 2010, pp. 269-283. |

P[SAL10b] | A. Salo and R.P. Hämäläinen (2010) Preference Programming - Multicriteria Weighting Models under Incomplete Information In: Zopounidis, C. and Pardalos, P.M. (eds.), Handbook of Multicriteria Decision Analysis, Springer, New York, 2009, due May 24, 2010, pp. 167-187. |

P[UUS10] | M.A. Uusitalo, C. Wijting, T.M. Rantalainen, K. Berg, A. Klemettilä and I. Niva (2010) Different Approaches to Estimate the Value of Cognitive Radio Proceedings of the 25th meeting of the Wireless World Research Forum (WWRF) WG6, London, UK, November 16-18, 2010 (View at publisher) |

### 2009

P[BER09] | K. Berg and H. Ehtamo (2009) Learning in nonlinear pricing with unknown utility functions Annals of Operations Research, Vol. 172, No. 1, November 2009, Pages 375-392. (View at publisher) |

P[BRU09] | V. Brummer, A. Salo and M. Ollila (2009) Balancing incentives in thematic priority-setting for collaborative innovation networks Proceedings of the Fourth European Conference on Management of Technology, Glasgow, United Kingdom, 6.-8.9.2009 |

P[GEL09] | J. Geldermann, V. Bertsch, M. Treitz, S. French, K.N. Papamichail, R.P. Hämäläinen (2009) Multi-criteria Decision Support and Evaluation of Strategies for Nuclear Remediation Management Omega, Volume 37, Issue 1, February 2009, Pages 238-251. |

P[HAM09] | R.P. Hämäläinen and O. Ojanen (2009) Multicriteria Interval Goal Optimization in the Regulation of Lake-River Systems Proceedings of the 8th International Conference on Hydroinformatics 2009, University of Concepción, Concepción, Chile, 12.-16.1.2009 |

P[JAR09] | T. Jarimo and A. Salo (2009) Multi-Criteria Partner Selection in Virtual Organisations With Transportation Costs and Other Network Interdependencies IEEE Transactions in Systems, Man, and Cybernetics: Part C: Applications and Reviews, Vol. 39, No. 1, 2009, 124-129. |

P[KIT09] | M. Kitti and H. Ehtamo (2009) Adjustment of an Affine Contract with Fixed-Point Iteration Journal of Optimization Theory and Applications, January issue 2009. |

P[MIL09] | P. Mild and A. Salo (2009) Combining a Multiattribute Value Function with an Optimization Model: An Application to Dynamic Resource Allocation for Infrastructure Maintenance Decision Analysis, Vol. 6, No. 3, 139-152. |

P[POR09a] | J. Poropudas and K. Virtanen (2009) Game Theoretic Validation of Air Combat Simulation Models Proceedings of the 2009 IEEE International Conference on Systems, Man, and Cybernetics, San Antonio, TX, USA, 11.-14.10.2009, pp. 3243-3250. (Slides) |

P[POR09b] | J. Poropudas and K. Virtanen (2009) Influence Diagrams in Analysis of Discrete Event Simulation Data Proceedings of the 2009 Winter Simulation Conference, Austin, TX, USA, 13.-16.12.2009, pp. 696-708. Slides |

P[SAL09] | A. Salo, V. Brummer and T. Könnölä (2009) Axes of Balance in Foresight - Reflections from FinnSight 2015 Technology Analysis and Strategic Management, Vol. 21, No. 8, November, pp. 987-1001. |

### 2008

P[BER08] | K. Berg and H. Ehtamo (2008) Multidimensional screening: online computation and limited information ICEC 2008: Proceedings of the 10th International Conference on Electronic Commerce, ACM International Conference Proceedings Series 42, Innsbruck, Austria. (View at publisher) |

P[BRU08] | V. Brummer, T. Könnölä and A. Salo (2008) Foresight within ERA-NETs: Experiences from the Preparation of an International Research Program Technological Forecasting and Social Change, Vol. 75, No. 4, 2008, 483–495. |

P[HAM08a] | R.P. Hämäläinen, S. Alaja (2008) The Threat of Weighting Biases in Environmental Decision Analysis Ecological Economics, Vol. 68, 2008, pp. 556-569. |

P[HAM08b] | R.P. Hämäläinen, E. Saarinen (2008) Systems Intelligence - The Way Forward? A Note on Ackoff's "Why Few Organizations Adopt Systems Thinking" Systems Research and Behavioral Science, Vol. 25, No. 6, 2008, pp. 821-825. |

P[KAR08] | J. Karelahti, K. Virtanen, and J. Öström (2008) Automated Generation of Realistic Near-Optimal Aircraft Trajectories " Journal of Guidance, Control, and Dynamics, Vol. 31, No. 4, 2008, pp. 674-688. |

P[KET08] | J. Kettunen, Y. Grushka-Cockayne, B. De Reyck, Z. Degraeve and A. Salo (2008) Management of New Product Development: The Impact of Competition and Market Characteristics Proceedings of the Eleventh International Workshop on Project Management and Scheduling, 28-30 April 2008, Istanbul, Turkey, 169-172. |

P[KOR08] | T. Korhonen, S. Hostikka, S. Heliövaara, H. Ehtamo (2008) FDS+Evac: Modelling Social Interactions in Fire Evacuation Proceedings of 7th International conference on Performance-Based Codes and Fire Safety Design Models, Auckland, New Zeland, 16-18 Apr. 2008, pp. 241-250. |

P[LIE08] | J. Liesiö, P. Mild, and A. Salo (2008) Robust Portfolio Modeling with Incomplete Cost Information and Project Interdependencies European Journal of Operational Research, Vol. 190, pp. 679-695. |

P[LIN08] | M. Lindstedt, J. Liesiö and A. Salo (2008) Participatory Development of a Strategic Product Portfolio in a Telecommunication Company International Journal of Technology Management, Vol. 42, No. 3, 2008, pp. 250-266. |

P[LUO08] | J. Luoma, RP Hämäläinen and E. Saarinen (2008) Perspectives on Team Dynamics: Meta Learning and Systems Intelligence Systems Research and Behavioral Science, Vol. 25, No. 6, 2008, pp. 757-767. |

P[MAR08] | M. Marttunen and R.P. Hämäläinen (2008) The Decision Analysis Interview Approach in the Collaborative Management of a Large Regulater Water Course Environmental Management, Vol. 42, pp. 1026-1042, 2008. |

P[MAT08] | V. Mattila, K. Virtanen and T. Raivio (2008) Improving Maintenance Decision-Making in the Finnish Air Force Through Simulation Interfaces, Vol. 38, No. 3, 2008, pp. 187-201. Slides |

P[MIL08] | P. Mild, A. Salo (2008) Multi-Criteria Tools for Asset Management at the Finnish Road Administration Proceedings of Transport Research Arena Europe 2008, Ljubljana, Slovenia. |

P[NAS08] | Näsäkkälä E., Keppo J. (2008) Hydropower Production Planning and Hedging under Inflow and Forward Uncertainty Applied Mathematical Finance, Vol. 15, Issue 5-6, 2008, pp. 503-529. |

P[SAA08] | E. Saarinen (2008) Philosophy in the 21st Century: Socratic Philosophy That Matters and Engages With People" International Academy of Philosophy, News and Views, no. 20. 2008. |

P[SAL08] | A. Salo, V. Brummer and T. Könnölä (2008) Finnsight 2015 – A Foresight Exercise for the Shaping of National Strategies Third International Seville Seminar on Future-Oriented Technology Analysis: Impacts and implications for policy and decision-making – Seville 16-17 October 2008. |

### 2007

P[ALA07a] | K. Alanne, A. Saari and A. Salo (2007) Comparative Analysis of the Life-Cycle Costs of Residential Energy Supply Technologies Nordic Journal of Surveying and Real Estate Research, Vol. 4, No. 1, 2007, 23-44. |

P[ALA07b] | Alanne, K., A. Salo, A. Saari and S.I. Gustafsson (2007) Multi-Criteria Evaluation of Residential Energy Supply Systems Energy and Buildings, Vol. 39 No. 12 2007 pp. 1218-1226. |

P[HEL07] | S. Heliövaara, H. Ehtamo, T. Korhonen and S. Hostikka (2007) Poistumissimuloinnit palotilanteissa Palotutkimuksen päivät 2007, Helsinki, Finland, 27.-28.8.2007, Pelastustieto Vol. 58 Erikoisnumero, pp. 109-113, Palo- ja pelastustieto ry 2007. |

P[KAR07a] | J. Karelahti, K. Virtanen, and J. Öström (2007) Automated Solution of Realistic Near-Optimal Aircraft Trajectories Using Computational Optimal Control and Inverse Simulation Proc. of the AIAA Guidance, Navigation, and Control Conference and Exhibit, 20-23 August 2007, Hilton Head, South Carolina. |

P[KAR07b] | J. Karelahti, K. Virtanen, and T. Raivio (2007) Near-Optimal Missile Avoidance Trajectories via Receding Horizon Control Journal of Guidance, Control, and Dynamics, Vol. 30, No. 5, 2007, pp. 1287-1298. (Slides) |

P[KAR07c] | J. Karelahti and K. Virtanen (2007) Adaptive Controller for the Avoidance of an Unknownly Guided Air Combat Missile " Proceedings of the 46th IEEE Conference on Decision and Control, 12-14 December, 2007, New Orleans, Lousiana. |

P[KIT07] | M. Kitti and H. Ehtamo (2007) Analysis of the Constraint Proposal Method for Two-Party Negotiations European Journal of Operational Research Vol. 181 No. 2 2007 pp.817-827. |

P[KON07a] | T. Könnölä, G. Unruh and J. Carrillo-Hermosilla (2007) Toward Prospective Voluntary Agreements: Reflections from a Hydrogen Foresight Project Cleaner Production Journal of Cleaner Production Vol. 15 2007 pp. Issue 3 259-265. Slides |

P[KON07b] | T. Könnölä, V.Brummer and A.Salo (2007) Diversity in Foresight: Insights from the Fostering of Innovation Ideas Technological Forecasting and Social Change 74/5 (2007) 608-626. |

P[KON07c] | T. Könnölä and G.C. Unruh (2007) Really Changing the Course: The Limitations of Environmental Management Systems for Innovation Business Strategy and the Environment, Vol. 16, No. 8, 2007, pp. 525–537. Slides |

P[KOR07a] | T. Korhonen, S.Hostikka, S. Heliövaara and H.Ehtamo (2007) Integration of an Agent Based Evacuation Simulation and the State-of-the-Art Fire Simulation Proceedings of the 7th Asia-Oceania Symposium on Fire Science & Technology, 20-22 Septembe, 2007, Hong Kong. |

P[KOR07b] | T. Korhonen, S.Hostikka, S. Heliövaara, H.Ehtamo and K. Matikainen (2007) FDS+Evac: Evacuation Module for Fire Dynamics Simulator Proceedings of the Interflam2007: 11th International Conference on Fire Science and Engineering. London, UK, 3-5 Sept. 2007. Interscience Communications Limited (London, UK, 2007), pp. 1443-1448. |

P[LIE07] | J. Liesiö, P. Mild and A. Salo (2007) Preference Programming for Robust Portfolio Modeling and Project Selection European Journal of Operational Research, Vol. 181, Issue 3, pp. 1488-1505. Slides |

P[MUR07] | P. Murto (2007) Timing of investment under technological and revenue-related uncertainties Journal of Economic Dynamics & Control, Vol. 32, pp. 1473-1497. |

P[MUS07] | J. Mustajoki, R.P. Hämäläinen and K. Sinkko (2007) Interactive Computer Support in Decision Conferencing: Two Cases on Off-site Nuclear Emergency Management Decision Support Systems, Vol. 42, No. 4, 2007, pp. 2247-2260. Slides |

P[MUS07b] | J. Mustajoki and R.P. Hämäläinen (2007) Smart-Swaps - A decision support system for multicriteria decision analysis with the even swaps method Decision Support Systems, Vol. 44, No. 1, 2007, pp. 313-325. |

P[POR07] | J. Poropudas and K. Virtanen (2007) Analyzing Air Combat Simulation Results with Dynamic Bayesian Networks Proceedings of the 2007 Winter Simulation Conference, Washington DC, USA, 9.-12.12.2007, pp. 1370-1377. (Slides) |

### 2006

P[HAM06] | R.P. Hämäläinen and E. Saarinen (2006) Systems Intelligence: a Key Competence for Organizational Life Reflections: The SoL Journal, Vol. 7, No. 4, 2006, pp. 17-28. The original unedited version. |

P[KAR06a] | J. Karelahti, K. Virtanen, and T. Raivio (2006) Game Optimal Support Time of a Medium Range Air-to-Air Missile Journal of Guidance, Control, and Dynamics, Vol. 29, No. 5, 2006, pp. 1061-1069. Slides |

P[KAR06b] | J. Karelahti, K. Virtanen, and T. Raivio (2006) Near-Optimal Missile Avoidance Trajectories via Receding Horizon Control Proc. of the AIAA Guidance, Navigation, and Control Conference and Exhibit, 21-24 August 2006, Keystone, Colorado. |

P[KON06] | T. Könnölä, G.C. Unruh and J. Carrillo-Hermosilla (2006) Prospective Voluntary Agreements for Escaping Techno-Institutional Lock-in Ecological Economics, Vol. 57, 2006, pp. 239-252.. Slides |

P[MAT06] | V. Mattila, K. Virtanen (2006) Scheduling Periodic Maintenance of Aircraft through Simulation-Based Optimization Proc. 47 Slides ^{th} Conference on Simulation and Modelling (SIMS2006) Helsinki FinlandSeptemper 28-29 2006 pp.38-43. |

P[MUS06] | J. Mustajoki, R.P. Hämäläinen and M.R.K. Lindstedt (2006) Using intervals for Global Sensitivity and Worst Case Analyses in Multiattribute Value Trees European Journal of Operational Research, Vol. 174, No. 1, 2006, pp. 278-292. Slides |

P[MUS06b] | J. Mustajoki, R.P. Hämäläinen and M. Marttunen (2006) Web-based Decision Support in Water Resources Management Proc. of the IASTED Conference on Environmentally Sound Technology in Water Resources Management, ACTA Press, Gaborone, Botswana, September 11-13, 2006, pp. 67-72. |

P[MUT06] | R. Mustonen, K. Sinkko and R.P. Hämäläinen (2006) Facilitated Workshop Method to Involve Stakeholders and Public in Decision-making Process in Radiological Emergencies Proceedings of the VALDOR (VALues in Decisions On Risk) 2006 Conference, Stockholm, Sweden, May 14-18, 2006. |

P[SAL06] | A. Salo and J. Liesiö (2006) A Case Study in Participatory Priority-Setting for a Scandinavian Research Program International Journal of Information Technology & Decision Making, Vol. 5, No. 1, 2006, pp. 65-88. (Slides) |

P[SAL06b] | A. Salo, P. Mild and T. Pentikäinen (2006) Exploring Causal Relationships in an Innovation Program with Robust Portfolio Modeling Technological Forecasting and Social Change, Vol. 73., No. 8, 2006, pp. 1028-144. |

P[SEB06] | S. Slotte (2006) Systems Sensitive Dialogue Intervention Systems Research and Behavioral Science, Vol. 23, No. 6, 2006, pp. 793-802. |

P[VIR06a] | K. Virtanen, R.P. Hämäläinen, and V. Mattila (2006) Team Optimal Signaling Strategies in Air Combat IEEE Transaction on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 36, No. 4, 2006, pp. 643-660. Slides |

P[VIR06b] | K. Virtanen, J. Karelahti and T. Raivio (2006) Modeling Air Combat by a Moving Horizon Influence Diagram Game Journal of Guidance, Control, and Dynamics, Vol. 29, No. 5, 2006, pp. 1080-1091. Slides |

### 2005

P[GUS05] | J. Gustafsson, A. Salo (2005) Contingent Portfolio Programming for the Management of Risky Projects Operations Research, Vol. 53, No. 6, 2005, pp. 946-956. |

P[JAR05] | T. Jarimo, U. Pulkkinen and A. Salo (2005) Encouraging Suppliers to Process Innovations: A Game Theory Approach International Journal of Technology Intelligence and Planning, Vol. 1, No. 4, 2005, pp. 403-423. |

P[KON05d] | T. Könnölä, A. Salo, V. Brummer (2005) Adopting Diverse Perspectives in the Fostering of Innovation Ideas. Proceedings of New Visions for Sustainability the 7th Annual International Conference on Foresight Management in Corporations and Public Organisations, Statistics Finland, Helsinki, June 9-10, 2005. |

P[KUM05] | K.R.Renjish Kumar, I. Hirvonen, I. Leppänen, T. Kuronen, J.K. Nurminen, A.Salo (2005) An Evaluation Model for the End-user Utility of Office Applications Proceedings of the Ninth IASTED Conference on Software Engineering and Applications, ACTA Press, November 14-16, Phoenix AZ, USA. |

P[MAT05] | V. Mattila, K. Virtanen (2005) A Simulation-based Optimization Model to Schedule Periodic Maintenance of a Fleet of Aircraft Proc. 2005 European Simulation and Modelling Conference, Porto, Portugal, October 24-26, 2005, pp. 479-483. Slides |

P[MUS05] | J. Mustajoki, R.P. Hämäläinen, A. Salo (2005) Decision Support by Interval SMART/SWING - Incorporating Imprecision in the SMART and SWING Methods Decision Sciences, Vol. 36, No.2, 2005, pp. 317-339. Slides |

P[MUS05b] | J. Mustajoki and R.P. Hämäläinen (2005) A Preference Programming Approach to Make the Even Swaps Method Even Easier Decision Analysis, Vol. 2, No.2, 2005, pp. 110-123. Slides |

P[NÄS05] | Näsäkkälä E., Fleten S. E., 2004 (2005) Flexibility and Technology Choice in Gas Fired Power Plant Investments Review of Financial Economics, Vol. 14, No. 3-4, 2005, pp. 371-393. |

P[NAS05a] | E. Näsäkkälä and J. Keppo (2005) Electricity Load Pattern Hedging with Static Forward Strategies Managerial Finance, Vol. 31, No. 6, 2005, pp. 116-137. |

P[NAS05b] | E. Näsäkkälä and S.-E. Fleten (2005) Flexibility and Technology Choice in Gas Fired Power Plant Investments Review of Financial Economics, Vol. 14, No. 3-4, 2005, pp. 371-393. |

P[OJA05] | O. Ojanen, S. Makkonen and A. Salo (2005) A Multi-Criteria Framework for the Selection of Risk Analysis Methods at Energy Utilities International Journal of Risk Assessment and Management, Vol. 5, No. 1, 2005, pp. 16-35. |

P[SAL05] | A. Salo and A. Punkka (2005) Rank Inclusion in Criteria Hierarchies European Journal of Operational Research, Vol. 163, No. 2, 2005, pp. 338-356. Slides |

P[SAL05a] | A. Salo and T. Käkölä (2005) Groupware Support for Requirements Management in New Product Development Journal of Organizational Computing and Electronic Commerce Vol. 15, No. 4, 2005, pp. 253-284. |

P[VIR05] | K. Virtanen, T. Raivio and R.P. Hämäläinen (2005) Simulating Pilot's Decision Making by an Influence Diagram Game Proc. of 2005 European Simulation and Modelling Conference, Porto, Portugal, October 24/26, 2005, pp. 87-91, slides |

### 2004

P[BER04] | K. Berg, H. Ehtamo and M. Kitti (2004) An adjustment process in a buyer-seller game Proceedings of the 4th European Congress on Computational Methods in Applied Sciences and Engineering (Eccomas), Jyväskylä, Finland, July 24-28, 2004 (View at publisher) |

P[EHT04] | H. Ehtamo, R.P. Hämäläinen, V. Koskinen (2004) An E-learning Module on Negotiation Analysis Proc. of the Hawaii International Conference on System Sciences, IEEE Computer Society Press, Hawaii, January 5-8, 2004, slides |

P[HÄM04] | R.P. Hämäläinen (2004) Reversing the perspective on the applications of decision analysis DecisionAnalysis Mini Issue (The original article of Keefer andcommentary articles) Vol. 1 No. 1 2004 pp. 26-31. |

P[KAR04] | J. Karelahti, K. Virtanen, and T. Raivio (2004) Game Optimal Support Time of a Medium Range Air-to-Air Missile Proc. of the 11th International Symposium on Differential Games and Applications, Tucson, Arizona, December 18-21, 2004. Slides |

P[MUR04a] | P. Murto (2004) Exit in Duopoly under Uncertainty RAND Journal of Economics, Vol. 35, No 1, Spring 2004, pp. 111-127 |

P[MUR04b] | P. Murto, E. Näsäkkälä and J. Keppo (2004) Timing of investments in oligopoly under uncertainty: a framework for numerical analysis European Journal of Operational Research,, Vol. 157 (2), p. 486-500 |

P[MUS04] | J. Mustajoki, R.P. Hämäläinen and M. Marttunen (2004) Participatory multicriteria decision support with Web-HIPRE: A case of lake regulation policy Environmental Modelling & Software, Vol. 19, No. 6, 2004, 537-547. |

P[SAL04a] | Technological Futures Analysis Methods Working Group (2004) Technology futures analysis: Toward integration of the field and new methods Technological Forecasting & Social Change, Vol. 71, No. 3, 2004, 287-303. |

P[SAL04b] | A. Salo, T. Gustafsson and P. Mild (2004) Prospective Evaluation of a Cluster Programme for Finnish Forestry and Forest Industries International Transactions on Operations Research, Vol. 11, Issue 2, 2004, 139-154. |

P[SAL04c] | A. Salo, T. Könnölä and M. Hjelt (2004) Responsiveness in Foresight Management: Reflections from the Finnish Food and Drink Industry International Journal of Foresight and Innovation Policy, Vol. 1., Nos. 1-2, 2004, pp. 70-88 |

P[SAL04d] | A. Salo and T. Gustafsson (2004) Group Support System for Foresight Processes International Journal of Foresight and Innovation Policy, Vol. 1, Nos. 3-4, 2004, pp. 249-269. |

P[SAL04e] | A. Salo, R. Gustafsson, I. Kaakkolammi and T. Gustafsson (2004) Participatory Development of Future-Oriented Policy Configurations for Climate Change and Mobile Gaming New Horizons and Challenges for Future-oriented Technology Analysis, Proceedings of the EU-US Scientific Seminar: New Technology Foresight, Forecasting and Assessment Methods, Seville, May 13-14, 2004. European Commission, Joint Research Centre, Technical Report Series EUR 21473 EN. |

P[SAM04] | J.-P. Salmenkaita and A. Salo (2004) Emergent Foresight Processes: Industrial Activities in Wireless Communications Technological Forecasting & Social Change, Vol. 71, No. 9, 2004, pp. 897-912. |

P[SIN04] | K. Sinkko, R.P. Hämäläinen and R. Hänninen (2004) Experiences in Methods to Involve Key Players in Planning Protective Actions in the Case of a Nuclear Accident Radiation Protection Dosimetry (2004), Vol. 109, Nos 1-2, 2004, pp. 127-132. (Slides) |

P[VIR04a] | K. Virtanen, T. Raivio and R.P. Hämäläinen (2004) Modeling Pilot's Sequential Maneuvering Decisions by a Multistage Influence Diagram Journal of Guidance, Control, and Dynamics, Vol. 27, No. 4, 2004, pp. 665-677. Slides |

P[VIR04b] | K. Virtanen, J. Karelahti, T. Raivio and R.P. Hämäläinen (2004) A Multistage Influence Diagram Game for Maneuvering Decisions in Air Combat Proc. of the 11th International Symposium on Differential Games and Applications, Tucson, Arizona, December 18-21, 2004. (Slides) |

### 2003

P[HÄM03] | R.P. Hämäläinen (2003) Decisionarium - Aiding Decisions Negotiating and Collecting Opinions on the Web, Journal of Multi-Criteria Decision Analysis, Vol. 12, No. 2-3, 2003, pp. 101-110. PowerPoint-Presentation |

P[KET03] | A. Kettunen (2003) Connecting methane fluxes to vegetation cover and water table fluctuations at microsite level: a modeling study Global Biogeochemical Cycles, Vol. 17, No. 2, 2003, 1051. |

P[LAH03] | R. Lahdelma and H. Hakonen (2003) An Efficient Linear Programming Algorithm for Combined Heat and Power Production European Journal of Operational Research, Volume 148, Issue 1, 1 July 2003, Pages 141-151. |

P[LAI03] | P. Laininen and R.P. Hämäläinen (2003) Analyzing AHP-matrices by Regression European Journal of Operational Research, 148, 2003, pp. 514-524. |

P[MAT03] | V. Mattila, K. Virtanen, and T. Raivio (2003) A Simulation Model for Aircraft Maintenance in an Uncertain Operational Environment Proceedings of the 17th European Simulation Multiconference (ESM2003), D. Al-Dabass (ed.), Nottingham, England, 9.-11.6.2003, pp. 456-461. Slides |

P[PIN03] | P-O. Pineau and P. Murto (2003) An Oligopolistic Investment Model of the Finnish Electricity Market Annals of Operations Research, Volume 121, Issue 1, 2003, pp. 123-148 |

P[SAA03] | E. Saarinen and S. Slotte (2003) Philosophical Lecturing as a Philosophical Practice Practical Philosophy, Vol. 6, No. 2, 2003, pp. 7-23. |

P[SAL03a] | A. Salo, C. Cuhls (2003) Technology Foresight—Past and Future Journal of Forecasting, Vol. 22, 2003, pp. 79-82. |

P[SAL03b] | A. Salo, T. Gustafsson and R. Ramanathan (2003) Multicriteria Methods for Technology Foresight Journal of Forecasting, Vol. 22, No. 2-3, March-April 2003, pp. 235-256. |

P[SOR03] | J. Sorsa, M-L. Siikonen and H. Ehtamo (2003) Optimal Control of Double-Deck Elevator Group Using Genetic Algorithm International Transactions in Operational Research, Vol. 10, No. 2, 2003, pp. 103-114. |

P[VIR03] | K. Virtanen, T. Raivio and R.P. Hämäläinen (2003) Influence Diagram Modeling of Decision Making in a Dynamic Game Setting Proc. of the 1st Bayesian Modeling Applications Workshop of the 19th Conference on Uncertainty in Artificial Intelligence, Acapulco, Mexico, August 7, 2003. Slides |

### 2002

P[EHT02] | H. Ehtamo, M. Kitti and R.P. Hämäläinen (2002) Recent Studies on Incentive Design Problems in Game Theory and Management Science Optimal Control and Differential Games, Essays in Honor of Steffen Jorgensen (ed. Georges Zaccour), Chapter 8, Springer 2002, pp. 121-134. |

P[GRE02] | B. Greer, H. Hakonen, R. Lahdelma and R. Miikkulainen (2002) Numerical Optimization with Neuroevolution in: Proceedings of the 2002 Congress on Evolutionary Computation (CEC'02, Honolulu, HI), 361-401, Piscataway, NJ, IEEE. |

P[HÄM02] | R.P. Hämäläinen and J. Mäntysaari (2002) Dynamic Multi-Objective Heating Optimization European Journal of Operational Research, 142, 2002, pp. 1-15. |

P[MER02] | H-L. Merenti-Välimäki and P. Laininen (2002) Analysing Effects of Meteorological Variables on Weather Codes by Logistic Regression Meteorol. Appl. 9, 2002, 191-197. |

P[MUR02] | P. Murto and J. Keppo (2002) A Game Model of Irreversible Investment under Uncertainty International Game Theory Review, Vol. 4, No. 2, 2002, pp. 127-140. |

P[NII02] | I. Niiniluoto and E. Saarinen (2002) Philosophy in the state of change - an introduction to modern philosophy In: Modern Philosophy, I. Niiniluoto and E. Saarinen (eds.), WSOY publisher, Juva 2002, pp. 13-43. |

P[RAI02a] | T. Raivio and H. Ehtamo (2002) Discretization Nonlinear and Bilevel Programming in Pursuit-Evasion Games, Game Theory and Applications, Vol. VII, 2002. |

P[RAI02b] | T. Raivio and J. Ranta (2002) Optimal Missile Avoidance Trajectory Synthesis in the Endgame Proceedings of the AIAA Guidance, Navigation, and Control Conference 2002, Monterey, California, USA, August 5-8, 2002. |

P[SAA02] | E. Saarinen (2002) Phenomenology and existentialism In: Modern Philosophy, I. Niiniluoto and E. Saarinen (eds.), WSOY publisher, Juva 2002, pp. 215-260. |

P[SAL02] | A. Salo and J.-P. Salmenkaita (2002) Embedded Foresight in RTD Programmes International Journal ofTechnology, Policy and Management, Vol. 2, No. 2, 2002, pp. 167-193. |

P[SAM02] | J-P. Salmenkaita and A. Salo (2002) Rationales for Government Intervention in the Commercialization of New Technologies Technology Analysis & Strategic Management, Vol. 14, No. 2, June 2002, pp. 183-200. |

P[VIR02] | K. Virtanen, T. Raivio and R.P. Hämäläinen (2002) An Influence Diagram Approach to One-on-One Air Combat Proc. of the 10th International Symposium on Differential Games and Applications, St. Petersburg, Russia, July 8-11, 2002, Vol. 2, pp. 859-864. PowerPoint-Presentation |

### 2001

P[EHT01a] | H. Ehtamo, E. Kettunen and R.P. Hämäläinen (2001) Searching for Joint Gains in Multi-Party Negotiations European Journal of Operational Research, Vol. 130, No. 1, February 2001, pp. 54-69. |

P[EHT01b] | H. Ehtamo and T. Raivio (2001) On Applied Nonlinear and Bilevel Programming for Pursuit-Evasion Games Journal of Optimization Theory and Applications, Vol. 108, No. 1, January 2001, pp. 65-96. |

P[EHT01c] | H. Ehtamo and R.P. Hämäläinen (2001) Interactive Multiple-Criteria Methods fo Reaching Pareto Optimal Agreements in Negoatiations Group Decision and Negotiation, Vol. 10, No. 6, November 2001, pp. 475-491. |

P[GUS01] | J. Gustafsson, A. Salo and T. Gustafsson (2001) PRIME Decisions - An Interactive Tool for Value Tree Analysis Proc. of the Fifteenth International Conference on Multiple Criteria Decision Making (MCDM) Ankara, Turkey, July 10-14, 2000, Lecture Notes in Economics and Mathematical Systems, Murat Köksalan and Stanley Zionts (eds.), 507, 2001, pp. 165-176. |

P[HÄM01a] | R.P. Hämäläinen, E. Kettunen, M. Marttunen and H. Ehtamo (2001) Evaluating a Framework for Multi-Stakeholder Decision Support in Water Resources Management Group Decision and Negotiation, Vol. 10, No. 4, pp. 331-353, 2001. PowerPoint-Presentation |

P[HÄM01b] | R.P. Hämäläinen (2001) Decisionarium - Global Support for Group Decisions and Negotiations Proceedings of Group Decision & Negotiation 2001, F. Ackermann, G-J. de Vreede (eds.), La Rochelle, France, June 4-7, 2001, pp. 127-133. |

P[HÄM01c] | R.P. Hämäläinen and J. Mäntysaari (2001) A Dynamic Interval Goal Programming Approach to the Regulation of a Lake-River System Journal of Multicriteria Decision Analysis, Vol. 10, Issue 2, March-April 2001, pp. 75-86. |

P[HEI01] | P. Heiskanen, H. Ehtamo and R.P. Hämäläinen (2001) Constraint Proposal Method for Computing Pareto Solutions in Multi-Party Negotiations European Journal of Operational Research, Vol. 133, No 1, August 2001, pp. 44-61. |

P[KET01] | A. Kettunen (2001) The Short-Term Carbon Dioxide Exchange and Environmental Factors in a Boreal Fen Congress in Dublin 1998, pp. 1446-1450, W.D. Williams (ed.), Verhandlung Int. Ver.Limnol., Vol 27, Part 3, 2001, 561 pages. |

P[KOR01] | A. Korhonen (2001) Strategic Financial Management in a Multinational Financial Conglomerate: A Multiple Goal Stochastic Programming Approach European Journal of Operational Research, Volume 128, No. 2, January 2001, pp. 418-434. |

P[LAH01] | R. Lahdelma and P. Salminen (2001) SMAA-2: Stochastic Multicriteria Acceptability Analysis for Group Decision Making Operations Research Vol. 49, No. 3, 2001, pp.444-454. |

P[LIN01] | M.R.K. Lindstedt, R.P. Hämäläinen and J. Mustajoki (2001) Using Intervals for Global Sensitivity Analyses in Multiattribute Value Trees Proc. of the Fifteenth International Conference on Multiple Criteria Decision Making (MCDM) Ankara, Turkey, July 10-14, 2000, Lecture Notes in Economics and Mathematical Systems, Murat Köksalan and Stanley Zionts (eds.), 507, 2001, pp. 177-186. PowerPoint-Presentation |

P[MAK01] | S. Makkonen and R. Lahdelma (2001) Analysis of Power Pools in the Deregulated Energy Market through Simulation Decision Support Systems, Vol. 30, No. 3, 2001, pp. 289-301. |

P[MER01] | H-L. Merenti-Välimäki, J. Lönnqvist and P. Laininen (2001) Present Weather: Comparing the Human Observation and One Type of Automated Sensor Meteorol. Appl., 8, 2001, pp. 491-496. |

P[MUS01] | J. Mustajoki, R.P. Hamalainen and K. Sinkko (2001) Interactive Computer Support in Decision Conferencing: The Case of Nuclear Emergency Management Proceedings of Group Decision & Negotiation 2001, F. Ackermann, G-J. de Vreede (eds.), La Rochelle, France, June 4-7, 2001, pp. 279-284. |

P[PÖY01a] | M. Pöyhönen and R.P. Hämäläinen (2001) On the Convergence of Multiattribute Weighting Methods European Journal of Operational Research, Vol. 129, No. 3, March 2001, pp. 569-585. |

P[PÖY01b] | M. Pöyhönen, H.C.J. Vrolijk and R.P. Hämäläinen (2001) Behavioral and Procedural Consequences of Structural Variation in Value Trees European Journal of Operational Research, Vol. 134/1, 2001, pp. 218-227. |

P[RAI01a] | T. Raivio, E. Kuumola, V.A. Mattila, K. Virtanen and R.P. Hämäläinen (2001) A Simulation Model for Military Aircraft Maintenance and Availability Proceedings of the Modelling and Simulation 2001, E.J.H. Kerckhoffs and M. Snorek (eds.), 15th European Simulation Multiconference (ESM2001), Prague, Czech, 6.-9.6.2001, pp. 190-194, Slides |

P[RAI01b] | T. Raivio (2001) Capture Set Computation of an Optimally Guide Missile Journal of Guidance, Control, and Dynamics, Vol. 24, no. 6, 2001, 1167-1175. |

P[RAM01] | R.Ramanathan (2001) Comparative Risk Assessment of Energy Supply Technologies: A Data Envelopment Analysis Approach Energy - The International Journal, Vol. 26, 2001, pp. 197-203. |

P[SAL01a] | A. Salo (2001) Incentives in technology foresight International Journal of Technology Management, Vol. 21, Nos. 7-8, 2001, pp. 694-710. |

P[SAL01b] | A. Salo and R.P. Hämäläinen (2001) Preference Ratios in Multiattribute Evaluation (PRIME) - Elicitation and Decision Procedures under Incomplete Information IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 31, No. 6, November 2001, pp. 533-545. Tables |

P[SAL01c] | A. Salo and O. Kuusi (2001) Developments in Parliamentary Technology Assessment in Finland Science and Public Policy, Vol. 28, No. 6, 2001, pp. 453-464. |

P[SEP01] | J. Seppälä and R.P. Hämäläinen (2001) On the Meaning of the Distance-to-Target Weighting Method in Life Cycle Impact Assessment International Journal of Life Cycle Assessment, Vol. 6, No. 4, 2001, pp. 211-218. |

P[VIR01a] | K. Virtanen, T. Raivio and R.P. Hämäläinen (2001) Modeling Pilot's Sequential Maneuvering Decisions by a Multistage Influence Diagram Proceedings of the AIAA Guidance, Control, and Navigation Conference, CD, Montreal, Canada, August 6-9, 2001. Slides |

P[VIR01b] | K. Virtanen, R.P. Hämäläinen and V. Mattila (2001) Team Optimal Signaling Strategies in Air Combat Proceedings of the IEEE Systems, Man, and Cybernetics Conference, Tucson, Arizona, USA, October 7-10, 2001, CD, Session 61, 2001, pp. 2075-2080. Slides |

### 2000

P[BJO00] | T. Bjorndal, V. Kaitala, M. Lindroos and G.R. Munro (2000) The Management of High Seas Fisheries Annals of Operations Research-Special Issue on Natural Resources, Vol. 94, Number 1-4, 2000, pp. 183-196. |

P[HÄM00a] | R.P. Hämäläinen, M. Lindstedt and K. Sinkko (2000) Multi-attribute risk analysis in nuclear emergency management Risk Analysis, Vol. 20 no. 4, 2000. pp. 455-468 PowerPoint-Presentation |

P[HÄM00b] | R.P. Hämäläinen, J. Mäntysaari, J. Ruusunen and P-O. Pineau (2000) Cooperative consumers in a deregulated electricity market - Dynamic consumption strategies and price coordination Energy - The International Journal, 25, 2000. pp.857-875 |

P[HÄM00c] | R.P. Hämäläinen and A. Kettunen (2000) Stability of Fourier Coefficients in Relation to Changes in Respiratory Air Flow Patterns Medical Engineering and Physics, Vol. 22, No. 10, December 2000, pp. 733-739. |

P[HOF00] | J. Hoffren and T. Raivio (2000) Optimal maneuvering after engine failure Proceedings of the AIAA Atmospheric Flight Conference, Denver, Colorado, August 14-17, 2000. pp. 277-287 |

P[HOK00] | J. Hokkanen, R. Lahdelma and P. Salminen (2000) Multicriteria Decision Support in a Technology Competition for Cleaning Polluted Soil in Helsinki Journal of Environmental Management, Vol. 60, No. 4, 2000, pp. 339-348. |

P[KAI00] | V. Kaitala, J. Ylikarjula and M. Heino (2000) Non-unique population dynamics: Basic patterns Ecological Modelling, Vol. 135, 2000, pp. 127-134. |

P[KET00] | A. Kettunen, V. Kaitala, J. Alm, J. Silvola, H. Nykänen and P.J. Martikainen (2000) Predicting Variations in Methane Emissions from Boreal Peatlands through Regression Models Boreal Environment Research Vol. 5 (nro 2), 2000. pp. 115-131 |

P[LAH00a] | R. Lahdelma, P. Salminen, A. Simonen and J. Hokkanen (2000) Choosing a reparation method for a landfill by a multicriteria method Paper submitted to discussion, 51st meeting of the European Working Group Multicriteria Aid for Decision, 30-31 March 2000, Madrid, Spain. |

P[LAH00b] | R. Lahdelma, P. Salminen and J. Hokkanen (2000) Using Multicriteria Methods in Environmental Planning and Management Environmental Management, Vol. 26, No. 6, 2000, pp. 595-605. |

P[MUS00] | J. Mustajoki and R.P.Hämäläinen (2000) Web-HIPRE: Global decision support by value tree and AHP analysis INFOR, Vol. 38, no. 3, Aug. 2000, pp. 208-220. |

P[PIN00] | P-O. Pineau and R.P. Hämäläinen (2000) A perspective on the restructuring of the Finnish electricity market Energy Policy, Vol. 28, No. 3, 2000, pp. 181-192. |

P[PÖY00] | M. Pöyhönen and R.P. Hämäläinen (2000) There is hope in attribute weighting INFOR, Vol. 38, no. 3, Aug. 2000, pp. 272-282. |

P[RAI00a] | T. Raivio and H. Ehtamo (2000) On numerical solution of a class of pursuit-evasion games Annals of the International Society of Dynamic Games, Vol. 5, 2000, pp. 177-192. |

P[RAI00b] | T. Raivio (2000) On dynamic pursuit-evasion games and optimal strategies In: Hyötyniemi, H., ed., Feedback to the Future, Finnish Artificial Intelligence Society, Espoo, Finland, pp. 109-122, 2001. |

P[RAI00c] | T. Raivio and H. Ehtamo (2000) Visual Aircraft Identification as a Pursuit-Evasion Game Journal of Guidance, Control and Dynamics, Vol. 23 No. 4, 2000 pp. 701-708 |

P[TOU00] | S. Touzeau, M. Lindroos, V. Kaitala and J. Ylikarjula (2000) Stock Dynamics and Risk Analysis of the Norwegian Spring-Spawning Herring Fishery Annals of Operations Research-Special Issue on natural Resources, Vol. 94, Number 1-4, 2000, pp. 197-217. |

[PYLI00] | J. Ylikarjula, S. Alaja, J. Laakso and D. Tesar (2000) Effects of patch number and dispersal patterns on population dynamics and synchrony Journal of Theoretical Biology, Vol. 207, 2000, pp. 377-387. |

### 1999

P[EHT99a] | H. Ehtamo, R.P. Hämäläinen, P. Heiskanen, J. Teich, M. Verkama and S. Zionts (1999) Generating Pareto solutions in two-party negotiations by adjusting artificial constraints Management Science, Vol. 45, No. 12, December 1999, pp. 1697-1709. |

P[EHT99b] | H. Ehtamo, M. Verkama and R.P. Hämäläinen (1999) How to select fair improving directions in a negotiation model over continuous issues IEEE Transactions on Systems, Man and Cybernetics - Part C: Applications and Reviews, Vol. 29, No. 1, February 1999, pp. 26-33. |

P[HÄM99a] | R.P. Hämäläinen, E. Kettunen, M. Marttunen and H. Ehtamo (1999) Towards decision and negotiation support in multi-stakeholder development of lake regulation policy Proc. of the Hawaii International Conference on System Sciences, IEEE Computer Society Press, Hawaii, January 5-8, 1999. |

P[HÄM99b] | R.P. Hämäläinen, J. Mäntysaari, J. Ruusunen and P-O. Pineau (1999) Consumption strategies and tariff coordination for cooperative consumers in a deregulated electricity market Proc. of the Hawaii International Conference on System Sciences, IEEE Computer Society Press, Hawaii, January 5-8, 1999. (Slides ) |

P[HÄM99c] | R.P. Hämäläinen, M. Lindstedt and K. Sinkko (1999) On the benefits of multiattribute risk analysis in nuclear emergency management in VALDOR-VALues in Decision On Risk, K. Andersson (ed.), Stockholm, Sweden 1999, pp. 197-208. |

P[HEI99] | P. Heiskanen (1999) Decentralized method for computing Pareto solutions in multiparty negotiations European Journal of Operational Research, Vol. 117, No. 3, 1999, pp. 578-590. |

P[HOK99a] | J. Hokkanen, R. Lahdelma, P. Salminen (1999) A multiple criteria decision model for analyzing and choosing among different development patterns for the Helsinki cargo harbour Socio-Economic Planning Sciences, 33, 1999, pp. 1-23. |

P[HOK99b] | Hokkanen J., Lahdelma R., Salminen P. (1999) Selecting a Region for a Waste Treatment Facility Using Stochastic Multicriteria Acceptability Analysis with Ordinal Data Paper submitted to discussion, 49th meeting of the European Working Group Multicriteria Aid for Decision, 18-19 March 1999, Milano/Como, Italy. |

P[KAI99a] | V. Kaitala, J. Ylikarjula and M. Heino (1999) Dynamic complexities in host-parasitoid interaction Journal of Theoretical Biology, 197, 1999, pp. 331-341. |

P[KAI99b] | V. Kaitala and M. Lindroos (1999) When to Sign an Environmental Agreement: The Case of High Seas Fisheries Bergen, May 19-21. Proceedings from the Conference on the Management of Straddling Fish Stocks and Highly Migratory Fish Stocks (T. Bjørndal, G. Munro and R. Arnason eds.), and the U.N. Agreement, Centre for Fisheries Economics, Papers on Fisheries Economics No. 39/2000, Bergen. |

P[KÄM99] | O. Kämäräinen, V. Ek, K. Nieminen and S. Ruuth (1999) A generalized resource constrained production scheduling problems: An evolutionary algorithm approach Proc. of the EUROGEN'99 - Short Course on Evolutionary Algorithms in Engineering and Computer Science (Eds. K. Miettinen, M.M. Mäkelä and J. Toivanen), May 30 - June 3, 1999, Jyväskylä, pp. 87-94. |

P[KET99] | A. Kettunen, V. Kaitala, A. Lehtinen, A. Lohila, J. Alm, J. Silvola and P.J. Martikainen (1999) Methane production and oxidation potentials in relation to water table fluctuations in two boreal mires Soil Biology and Biochemistry Vol. 31 No. 12, 1999, pp. 1741-1749. |

P[LAI99] | P.Laininen and R.P. Hämäläinen (1999) Analyzing AHP-matrices by robust regression 5th International Symposium on the Analytic Hierarchy Process (ISAHP'99), August 12-14, 1999, Kobe, Japan. |

P[LIN99] | M. Lindroos (1999) Sharing the benefits of cooperation in the Norwegian Spring-Spawning herring fishery Bergen, May 19-21. Proceedings of the Conference on the Management of Straddling Fish Stocks and Highly Migratory Fish Stocks (T. Bjørndal, G. Munro and R. Arnason eds.), and the U.N. Agreement, Centre for Fisheries Economics, Papers on Fisheries Economics No. 39/2000, Bergen. |

P[MAR99] | M. Marttunen, E.A. Järvinen, J. Saukkonen and R.P. Hämäläinen (1999) Regulation of Lake Päijänne - a learning process preceding decision-making Finnish Journal of Water Economy, No. 6, 1999, pp. 29-37. (in Finnish) |

P[MIE99] | P. Miettinen and R.P. Hämäläinen (1999) Indexes for fixed and flexible environmental target setting - A decision analytical perspective International Journal of Environment and Pollution, Vol. 12, 2/3, 1999, pp. 147-164. |

P[MUS99] | J. Mustajoki and R.P. Hämäläinen (1999) Web-HIPRE - A Java applet for AHP and value tree analysis 5th International Symposium on the Analytic Hierarchy Process (ISAHP'99), August 12-14, 1999, Kobe, Japan. |

P[SAL99] | A. Salo and T. Käkölä (1999) A groupware architecture for requirements processes in new product development Proc. of the Hawaii International Conference on System Sciences, IEEE Computer Society Press, Hawaii, January 5-8, 1999. |

P[VIR99a] | K. Virtanen, H. Ehtamo, T. Raivio and R.P. Hämäläinen (1999) VIATO - Visual Interactive Aircraft Trajectory Optimization IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Vol. 29, No. 3, 1999, pp. 409-421. |

P[VIR99b] | K. Virtanen, T. Raivio and R.P. Hämäläinen (1999) Decision theoretical approach to pilot simulation Journal of Aircraft, Vol. 36, No. 4, 1999 pp. 632-641. Slides |

P[YLI99] | J. Ylikarjula, M. Heino and U. Dieckmann (1999) Ecology and adaptation of stunted growth in fish Evolutionary Ecology, Vol. 13, No. 5, 1999, pp. 433-453. |

### 1998

P[EHT98] | H. Ehtamo and T. Raivio (1998) A feasible direction method for saddle point problems Proc. of the 8th International Symposium on Dynamic Games and Applications, July 5-8, 1998, Maastricht, The Netherlands, 1998, pp. 184-188. |

P[FRE98] | S. French, L. Simpson, E. Atherton, V. Belton, R. Dawes, W. Edwards, R.P. Hämäläinen, O. Larichev, F. Lootsma, A. Pearman and C. Vlek (1998) Problem formulation for multi-criteria decision analysis: Report of a workshop Journal of Multi-Criteria Decision Analysis, 7, 1998, pp. 242-262. |

P[HÄM98] | R.P. Hämäläinen and J. Mäntysaari (1998) Interactive spreadsheet modelling of regulation strategies for a lake-river system Proceedings of the 17th IASTED International Conference Modelling, Identification and Control, Grindelwald, Switzerland, February 18-20, 1998, pp. 181-184. |

P[HOK98] | J. Hokkanen, R. Lahdelma, K. Miettinen and P. Salminen (1998) Determining the implementation order of a general plan by using a multicriteria method Journal of Multi-Criteria Decision Analysis, 7, 1998, pp. 273-284. |

P[KAI98a] | V. Kaitala and Marko Lindroos (1998) Sharing the benefits of cooperation in high seas fisheries: A characteristic function game approach Natural Resource Modeling - Special Issue on Environmental Games, Vol. 11, Issue 4, 1998. |

P[KAI98b] | V. Kaitala and M. Pohjola (1998) Acid rain and international environmental aid: Transboundary air pollution between Finland Russia and Estonia, Game Theory and the Environment, Nick Hanley and Henk Folmer (eds.), Edward Elgar, Cheltenham UK, 1998, pp. 84-97. |

P[KET98] | A. Kettunen (1998) The dependence of photosynthesis and respiration rates on environmental factors in different microsites from a boreal oligotrophic pine fen Extended abstract, Proceedings of The spirits of peatlands, IPS, Jyväskylä, September 7-9, 1998, pp. 234-236. |

P[LAH98] | R. Lahdelma, J. Hokkanen, P. Salminen (1998) SMAA - Stochastic multiobjective acceptability analysis European Journal of Operational Research, Vol. 106, Issue 1, 1998, pp. 137-143. |

P[PÖY98] | M. Pöyhönen and R.P. Hämäläinen (1998) Notes on the weighting biases in value trees Journal of Behavioral Decision Making, Vol. 11, 1998, pp. 139-150. |

P[RAI98] | T. Raivio, K. Virtanen, H. Ehtamo and R.P. Hämäläinen (1998) Microcomputer simulation of optimal flight paths Proc. of the EUROSIM'98 Simulation Congress (ed. K. Juslin), April 14-15, 1998, Espoo, Finland, Vol. 2, pp. 288-289. |

P[SAL98] | P. Salminen, J. Hokkanen and R. Lahdelma (1998) Comparing multicriteria methods in the context of environmental problems European Journal of Operational Research, 104, 1998, pp. 485-496. |

P[SAL98a] | A. Salo and T. Käkölä (1998) Requirements for Groupware-Supported Requirements Processes in New Product Development Proc. of Fourth International Workshop on Requirements Engineering: Foundation for Software Quality (R E F S Q '98), June 8-11, 1998, Pisa, Italy. |

P[VIR98a] | K. Virtanen, T. Raivio and R.P. Hämäläinen (1998) A decision analytic approach to flight simulation Proc. of the EUROSIM'98 Simulation Congress (ed. K. Juslin), April 14-15, 1998, Espoo, Finland, Vol. 2, pp. 292-293. |

P[VIR98b] | K. Virtanen, T. Raivio and R.P. Hämäläinen (1998) Modeling pilot decision making by an influence diagram AIAA Modeling & Simulation Technologies Conference and Exhibit, Boston, MA, USA, August 10-12, 1998, pp. 447-457. Slides |

### 1997

P[EHT97] | H. Ehtamo, M. Verkama and R.P. Hämäläinen (1997) How to select fair improving directions in a negotiation model over continuous issues Proc. of the IEEE International Conference on Systems, Man and Cybernetics, October 12-15, Orlando, Florida, USA, Vol. 4, 1997, pp. 3466-3471. |

P[GREN97] | I.-M. Gren and V. Kaitala (1997) Supervising skill information and violation of environmental regulations International Review of Law and Economics, 17, 1997, pp. 395-407. |

P[HÄM97a] | R.P. Hämäläinen and A. Salo (1997) The issue is understanding the weights Journal of Multi-Criteria Decision Analysis, Vol. 6, 1997, pp. 340-343. |

P[HÄM97b] | R.P. Hämäläinen, E. Kettunen and H. Ehtamo (1997) Game modeling and coordination processes for two-level multi-agent systems Proceedings of the Sixteenth IASTED International Conference Modelling, Identification and Control, Innsbruck, Austria, February 17-19, 1997, pp. 234-240. |

P[HEI97a] | M. Heino and V. Kaitala (1997) Should ecological factors affect the ageat-maturity in freshwater clams Evolutionary Ecology, 11, pp. 67-81, 1997. |

P[HEI97b] | M. Heino, V. Kaitala, E. Ranta and J. Lindström (1997) Synchronous dynamics and rates of extinction in spatially structured populations Proceedings of the Royal Society of London, Series B, Biological Sciences 264, 1997, pp. 481-486. |

P[HEI97c] | M. Heino, H. Metz and V. Kaitala (1997) Evolution of mixed maturation strategies in semelparous life-histories: the crucial role of dimensionality of feedback environment Philosophical Transactions of the Royal Society of London, Series B 352, 1997, pp. 1647-1655. |

P[HEI97d] | M. Heino, V. Kaitala and E. Ranta (1997) Spatial synchrony in population dynamics and the risk of species extinction - a review pp. 8-19 in Tiit Teder (ed.), Metapopulatsioonide teooria, Teaduste Akadeemia Kirjastus, Tartu (Estonia), 1997. |

P[HEI97e] | M. Heino and V. Kaitala (1997) Evolutionary consequences of density dependence on optimal maturity in animals with indeterminate growth Journal of Biological Systems, 5, 1997, pp. 181-190. |

P[KAI97a] | V. Kaitala, T. Mappes and H. Ylönen (1997) Delayed female reproduction in equilibrium and chaotic populations Evolutionary Ecology, 11, pp. 105-126, 1997. |

P[KAI97b] | V. Kaitala, M. Heino and W.M. Getz (1997) Host-parasite dynamics and the evolution of host immunity and parasite fecundity strategies Bulletin of Mathematical Biology 59, 427-450, 1997. |

P[KAI97c] | V. Kaitala and G. Munro (1997) The conservation and management of high seas fishery resources under the new Law of the Sea Natural Resource Modeling, 10, 1997, pp. 87-108. |

P[KAI97d] | V. Kaitala, J. Ylikarjula, E. Ranta and P. Lundberg (1997) Population dynamics and the colour of environmental noise Proceedings of the Royal Society of London, Series B, Biological Sciences, 264, 1997, pp. 943-948. |

P[KAI97e] | V. Kaitala (1997) Delayed maturity and reproductive gaps in fluctuating populations Journal of Biological Systems 5, 1997, pp. 191-201. |

P[KAI97f] | V. Kaitala, P. Lundberg, J. Ripa and J. Ylikarjula (1997) Red blue and green - Dyeing population dynamics, Annales Zoologici Fennici, 34, 1997 |

P[MÄN97] | J. Mäntysaari and R.P. Hämäläinen (1997) Prototyping customized DSS with a spreadsheet program - the power agents system Journal of Decision Systems, Vol. 6(4), 1997, pp. 391-402. |

P[MIE97] | P. Miettinen and R.P. Hämäläinen (1997) How to benefit from decision analysis in environmental life cycle assessment European Journal of Operational Research, 102, 1997, pp. 279-294. PowerPoint-Presentation |

P[PÖY97] | M. Pöyhönen, R.P. Hämäläinen and A. A. Salo (1997) An experiment on the numerical modeling of verbal ratio statements Journal of Multi-Criteria Decision Analysis, Vol. 6, 1997, pp. 1-10. |

P[RAI97] | T. Raivio and H. Ehtamo (1997) Applying Nonlinear Programming to a Complex Pursuit-Evasion Problem Proc. of the IEEE International Conference on Systems, Man and Cybernetics, October 12-15, Orlando, Florida, USA, Vol. 2, 1997, pp. 1548-1551. |

P[RAN97a] | E. Ranta, J. Lindström, V. Kaitala, H. Kokko, E. Helle and H. Linden (1997) Solar activity and hare dynamics - A cross-continental comparison American Naturalist, 149, 1997, pp. 765-775. |

P[RAN97b] | E. Ranta, V. Kaitala, J. Lindström and E. Helle (1997) Moran effect and synchrony in population dynamics Oikos, 78, 1997, pp. 136-142. |

P[RAN97c] | E. Ranta, V. Kaitala and J. Lindström (1997) External disturbances and population dynamics Annales Zoologici Fennici, 34, 1997, pp. 127-132. |

P[RAN97d] | E. Ranta, V. Kaitala and J. Lindström (1997) Dynamics of Canadian lynx populations in space and time Ecography, 20, 1997, pp. 454-460. |

P[RAN97e] | E. Ranta, V. Kaitala and J. Lindström (1997) Spatial dynamics of populations - In: J. Bascompte and J.V. Sole (eds): Modeling Spatiotemporal Dynamics in Ecology, R.G. Landes Company, Austin, USA, 1997, pp. 47-62. |

P[RAN97f] | E. Ranta and V. Kaitala (1997) Traveling waves in vole population dynamics Nature, 390, 1997, pp. 456. |

P[RAN97g] | E. Ranta and V. Kaitala (1997) The spatial dimension of population fluctuations Science, 278, 1997, pp. 1621-1623. |

P[RÄS97] | M. Räsänen, J. Ruusunen and R.P. Hämäläinen (1997) Optimal tariff design under consumer self-selection Energy Economics, 19, 1997, pp. 151-167. |

P[SAL97] | A. Salo and R.P. Hämäläinen (1997) On the measurement of preferences in the analytic hierarchy process Journal of Multi-Criteria Decision Analysis, Vol. 6, 1997, pp. 309-319. |

P[SAL97b] | A. Salo (1997) Groupware-Assisted Requirements Assessment Proc. of the Third IEEE International Symposium on Requirements Engineering (RE'97), January 6-10, 1997, Annapolis, Maryland. |

P[VIR97] | K. Virtanen, H. Ehtamo, T. Raivio and R.P. Hämäläinen (1997) VIATO - Visual Interactive Aircraft Trajectory Optimization to be presented in the 1997 IEEE International Conference on Systems, Man and Cybernetics, October 12-15, Orlando, Florida, USA, Vol. 3, 1997, pp. 2280-2285. |

### 1996

P[BUN96] | D.W. Bunn and A.A. Salo (1996) Adjustment of Forecasts with Model Consistent Expectations International Journal of Forecasting, 12, 1996, pp. 163-170. |

P[EHT96a] | H. Ehtamo, M. Verkama and R.P. Hämäläinen (1996) On distributed computation of Pareto solutions for two decision makers IEEE Transactions on Systems, Man and Cybernetics, Vol. 26, No. 4, July 1996, pp. 498-503. |

P[EHT96b] | H. Ehtamo, M. Verkama and R.P. Hämäläinen (1996) Successive proposals: An approach to the computation and enforcement of efficient agreements Proc. of the XIth International Conference on Multiple Criteria Decision Making, Coimbra, Portugal, 1996, João Climaco (Edit.) Springer 1997 pp. 356-365. |

P[EHT96c] | H. Ehtamo and K. Virtanen (1996) Interactive aircraft trajectory optimization and simulation Proc. of the European Simulation Multiconference, Budapest, June 1996, pp. 150-154. |

P[EHT96d] | H. Ehtamo and J. Ruusunen (1996) An axiomatic bargaining approach for sharing divisible doods in: Multidisciplinary Views on Strategic Interactions, Matti Wiberg (ed.), University of Turku, Department of Political Science, Studies on Political Science, No. 14, 1996, pp. 85-98 |

P[HÄM96a] | R.P. Hämäläinen and O. Leikola (1996) Spontaneous decision conferencing with top-level politicians OR Insight, Vol. 9, Issue 1, 1996, pp. 24-28. |

P[HÄM96b] | R.P. Hämäläinen and M. Pöyhönen (1996) On-line group decision support by preference programming in traffic planning Group Decision and Negotiation, Vol. 5, 1996, pp. 485-500. |

P[HÄM96c] | R.P. Hämäläinen (1996) Agent-based modeling of an electricity distribution system Proc. of the IASTED International Conference Modelling, Identification and Control, Innsbruck, Austria, February 19-21, 1996, pp. 344-346. |

P[HÄM96d] | R.P. Hämäläinen (1996) Tools for supporting strategic energy policy decisions Proc. of the IAEA Advisory Group Meeting on the Development of Decision Aiding Tools for Incorporation into the Agency's Planning Methodologies, Vienna, Austria February 20-22, 1996. (to appear) |

P[HEI96] | M. Heino and V. Kaitala (1996) Optimal resource allocation between growth and reproduction in clams: why does indeterminate growth exist Functional Ecology, 10, 1996, pp. 245-251. |

P[KAI96a] | V. Kaitala, E. Ranta and J. Lindström (1996) Cyclic population dynamics and random perturbations Journal of Animal Ecology, 65, 1996, pp. 249-251. |

P[KAI96b] | V. Kaitala and E. Ranta (1996) Red/blue chaotic power spectra Nature 381, 1996, pp. 198-199. |

P[KAI96c] | V. Kaitala, E. Ranta and J. Lindström (1996) External perturbations and cyclic dynamics in stable populations Annales Zoologici Fennici, 33, 1996, pp. 275-282. |

P[KAI96d] | V. Kaitala and M. Heino (1996) Complex nonunique dynamics in ecological interactions Proc. of the Royal Society of London, Series B, Biological Sciences, 263, 1996, pp. 1011-1015. |

P[KET96a] | A. Kettunen, J. J. Hämäläinen, K. Sjöholm and K. Pietilä (1996) A model for the prediction of b-glucanase activity and b-glucan concentration during mashing Journal of Food ENg, 1996, 29, pp. 185-200. |

P[KET96b] | A. Kettunen, V. Kaitala, J. Alm, J. Silvola, H. Nykänen and P.J. Martikainen (1996) Cross-correlation analysis of the methane emission dynamics in a boreal peatland Global Biogeochemical Cycles, 1996, 10, pp. 457-471. |

P[LAH96a] | R. Lahdelma, J. Hokkanen, P. Salminen (1996) SMAA - Stochastic multiobjective acceptability analysis; proc 43èmes Journées du Groupe de Travail Européen “Aide Multicritère à la Décision”, Télécom Bretangne, March 21.-22, Brest, 1996, 7 pp. |

P[LAH96b] | R. Lahdelma, S. Makkonen (1996) Interactive Graphical Object-Oriented Energy Modelling and Optimization; proc ECOS’96 Stockholm June 24.-28., 1996, pp. 425-431. |

P[LAH96c] | R. Lahdelma, J. Hokkanen, P. Salminen (1996) Stochastic Multi-objective Acceptability Analysis for Development of Helsinki Harbour; proc NOON-to-NOON Seminar on Decision Science and Applications, Åbo Academy University, December 12.-13., Turku 1995, pp. 57-75. |

P[RAI96a] | T. Raivio, H. Ehtamo and R.P. Hämäläinen (1996) Aircraft trajectory optimization using nonlinear programming Proc. of the 17th IFIP TC7 Conference on System Modelling and Optimization, July 10-14, 1995, Prague, Czech Republic, (J. Dolezal and Jiri Fidler, eds.) Chapman & Hall, 1996, pp. 435-441. |

P[RAI96b] | T. Raivio, H. Ehtamo and R.P. Hämäläinen (1996) Simulating the worst case rediction error of system trajectories Proc. of the European Simulation Multiconference, Budapest, June 1996, pp. 299-303. |

P[RAI96c] | T. Raivio, H. Ehtamo and R.P. Hämäläinen (1996) A decomposition method for a class of pursuit-evasion games Proc. of the 7th International Symposium on Differential Games and Applications, Kanagawa, Japan, December 16-18, 1996, Vol. 2, pp. 784-795. |

P[RÄS96] | M. Räsänen, J. Ruusunen and R.P. Hämäläinen (1996) Object oriented modeling software for electric load analysis and simulation Simulation, Vol. 66, No. 5, 1996, pp. 275-288. |

P[SAL96a] | A.A. Salo (1996) Tighter Estimates for the Posteriors of Imprecise Prior and Conditional Probabilities IEEE Transactions in Systems, Man, and Cybernetics, Vol. 26, No. 6, 1996, pp. 820-825. |

P[SAL96b] | A.A. Salo (1996) On Fuzzy Ratio Comparisons in Hierarchical Decision Models Fuzzy Set and Systems, Vol. 84, 1996, pp. 21-32. |

P[VER96a] | M. Verkama and P. Heiskanen (1996) Comment on a decision support approach for negotiation: Software vs methodology, European Journal of Operational Research, 96, 1996, pp. 202-204. |

P[VER96b] | M. Verkama, H. Ehtamo and R.P. Hämäläinen (1996) Distributed computation of Pareto solutions in N-player games Mathematical Programming, 74, 1996, pp. 29-45. |

P[VER96c] | M. Verkama (1996) Random relaxation of fixed point iteration SIAM Journal on Scientific Computing, Vol. 17, No. 4, 1996, pp. 906-912. |

### 1995

P[EHT95a] | H. Ehtamo and R.P. Hämäläinen (1995) Credibility of linear equilibrium strategies in a discrete time fishery management game Group Decision and Negotiation, Vol. 4, No. 1, 1995, pp. 27-37. |

P[EHT95b] | H. Ehtamo and J. Ruusunen (1995) Contracting in dynamic games Group Decision and Negotiation, Vol. 4, No. 1, 1995, pp. 59-69. |

P[EHT95c] | H. Ehtamo and J. Ruusunen (1995) On independence of irrelevant alternatives and dynamic programming in dynamic bargaining games in: New Trends in Dynamic Games and Applications, G. J. Olsder (ed.), Birkhäuser, Boston, 1995, pp. 395-408. |

P[EHT95d] | H. Ehtamo, M. Verkama and R.P. Hämäläinen (1995) How to select fair improving directions in a negotiation model over continuous issues Proc. of the Decision Sciences Institute 1995 Annual Meeting, November 20-22, Boston, Massachusetts, Vol. 2, 1995, pp. 549-551 |

P[ELM95a] | S. El-Mahgary (1995) Data envelopment analysis - a basic glossary OR Insight, Vol. 8, Issue 4, October-December 1995, pp. 15-22. |

P[ELM95b] | S. El-Mahgary and R. Lahdelma (1995) Data envelopment analysis: Visualizing the results European Journal of Operational Research, Vol. 83, 1995, pp. 700-710. |

P[HÄM95a] | R.P. Hämäläinen (1995) Introduction to the special issue on dynamic game modeling in bargaining and environmental negotiations Group Decision and Negotiation, Vol. 4, No. 1, 1995, pp. 5-7. |

P[HÄM95b] | R.P. Hämäläinen and A. Kettunen (1995) On the capability of the fourier approximation to describe breathing patterns Journal of Biological Systems, Vol. 3, No. 3, 1995, pp. 633-643. |

P[HÄM95c] | R.P. Hämäläinen and O. Leikola (1995) Spontaneous decision conferencing in parliamentary negotiations Proc. of the 27th Hawaii International Conference on Systems Sciences, IEEE Computer Society Press, Hawaii, January 4-7, Vol. IV, 1995, pp. 290-299. |

P[HÄM95d] | R.P. Hämäläinen and J. Parantainen (1995) Load analysis by agent-based simulation of the electricity distribution system Proc. of the 2nd IFAC Symposium on Control of Power Plants and Power Systems, SIPOWER'95, Cancun, Mexico, December 6-8, 1995, Vol.I, pp. 213-217. |

P[HÄM95e] | R.P. Hämäläinen, E. Kettunen and M. Verkama (1995) Communities of reactive agents - a game theoretic approach Publications of the Finnish Artificial Intelligence Society, E. Hyvönen and J.Seppänen (eds.) Artificial Life SymposiumSäätytalo Helsinki 1995 pp 181-187. (in Finnish) |

P[JAA95a] | J. Jaakkola and P. Miettinen (1995) Type of ventilation system in office buildings and sick building syndrome American Journal of Epidemiology, Vol. 141, 1995, pp. 755-765. |

P[JAA95b] | J. Jaakkola and P. Miettinen (1995) Ventilation rate in office buildings and sick building syndrome Occupational and Environmental Medicine, 52, 1995, pp. 709-714. |

P[KAI95a] | V. Kaitala, K.-G. Mäler and H. Tulkens (1995) The acid rain game as a resource allocation process with an application to the international cooperation among Finland Russia, and Estonia, Scandinavian Journal of Economics 97(2), 1995, pp. 325-343. |

P[KAI95b] | V. Kaitala and W.M. Getz (1995) Population dynamics and harvesting of semelparous species with phenotypic and genotypic variability in reproductive age Journal of Mathematical Biology 33, 1995, pp. 521-556. |

P[KAI95c] | V. Kaitala and G.R. Munro (1995) The economic management of high seas fishery resources: Some game theory aspects in C. Carraro and J. A. Filar (eds.), Annals of the International Society of Dynamics Games: Control and Game-Theoretic Models of the Environment, Birkhäuser, Boston, 1995, pp. 299-318. |

P[KAI95d] | V. Kaitala and M. Pohjola (1995) Sustainable international agreements on green house warming - A game theory study in C. Carraro and J. A. Filar (eds.), Annals of the International Society of Dynamics Games: Control and Game-Theoretic Models of the Environment, Birkhäuser, Boston, 1995, pp. 67-87. |

P[KAI95e] | V. Kaitala and G.R. Munro (1995) The management of transboundary resources and property rights systems: The case of fisheries In S Hanna and M. Munasinghe, Property rights and the environment. Social and ecological issues, The Beijer International Institute of Ecological Economics and the World Bank, Washington, 1995, pp. 69-83. |

P[KAK95] | U. Kakko, T. Karttinen and J. Ruusunen (1995) A new model for the optimization of the power system at Imatran Voima Proc. of the Nineteenth IEEE Power Industry Computer Applications Conference, Salt Lake City, USA, May 7-12, 1995, pp. 33-39. |

P[KET95a] | A. Kettunen and V. Kaitala (1995) Modelling of methane emissions from boreal peatlands in "Northern peatlands in global climatic change" Publications of the Academy of Finland, Proceedings of the International Workshop, Hyytiälä, Finland, 8-12 October 1995, pp. 277-281. |

P[KET95b] | A. Kettunen, V. Kaitala, J. Alm, J. Silvola, H. Nykänen and P.J. Martikainen (1995) Regression models for predicting methane emissions from boreal peatlands in "Environmental research in Finland today" Microbiological Publications, Proceedings of Second Finnish Conference of Environmental Sciences, Helsinki, 16-17 November 1995, pp. 265-268. |

P[LAH95] | R. Lahdelma, T. Pennanen and S. Ruuth (1995) Comparison of algorithms for solving large network flow problems Proc. of the 14th IASTED International Conference on Modelling, Identification and Control, ed. M.H. Hamza, February 20-22, IGLS, Austria, 1995, pp. 309-311. |

P[LIN95] | L. Linnanen, T. Boström and P. Miettinen (1995) Life cycle management: Integrated approach towards corporate environment issues Business Strategy and the Environmental, Vol. 4, 1995, pp. 117-127. |

P[LND95] | J. Lindström, E. Ranta, V. Kaitala and H. Lindén (1995) The clockwork of Finnish tetraonid population dynamics Oikos 74, 1995 pp. 185-194. |

P[MAR95] | M. Marttunen and R.P. Hämäläinen (1995) Decision analysis interviews in environmental impact assessment European Journal of Operational Research, Vol. 87, No. 3, 1995, pp. 551-563. |

P[MUR95] | A. Murgu and R. Lahdelma (1995) Tracking statistics in communications traffic control usin a genetic algorithm Proc. of the INWGA - 1st Nordic Workshop on Genetic Algorithms, January 9-12, Univ. of Vaasa, 1995, pp. 241-257. |

P[NOV95] | A. Novak, V. Kaitala and G. Feichtinger (1995) Resource leasing and optimal periodic capita investments ZOR - Methods and Models of Operations Research: Theory 42, 1995, pp. 47-67. |

P[RAN95] | E. Ranta, V. Kaitala, J. Lindström and H. Linden (1995) Synchrony in population dynamics Proc. of the Royal Society of London, Series B, Biological Sciences 262, 1995, pp. 113-118. |

P[RÄS95a] | M. Räsänen, J. Ruusunen and R.P. Hämäläinen (1995) Customer level analysis of dynamic pricing experiments using consumption-pattern models Energy, Vol. 20, No. 9, 1995, pp. 897-906. |

P[RÄS95b] | M. Räsänen, J. Ruusunen and R.P. Hämäläinen (1995) Identification of consumers' price responses in the dynamic pricing of electricity Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Vancouver, British Columbia, Canada, IEEE Systems, Man and Cybernetics Society, Vol 2, October 22-25, 1995, pp. 1182-1187. |

P[SAL95a] | A. Salo (1995) Interactive decision aiding for group decision support European Journal of Operational Research, Vol. 84, 1995, pp. 134-149. |

P[SAL95b] | A. Salo and R.P. Hämäläinen (1995) Preference programming through approximate ratio comparisons European Journal of Operational Research, Vol. 82, Issue 3, 1995, pp. 458-475. |

P[SAL95c] | A.A. Salo and D.W. Bunn (1995) Decomposition in the Assessment of Judgemental Probability Forecasts Technological Forecasting and Social Change, 49, 1995, pp. 13-25. |

P[SAL95d] | A.A. Salo and M. Weber (1995) Ambiguity Aversion in First-Price Sealed-Bid Auctions Journal of Risk and Uncertainty, Vol. 11, No. 2, 1995, pp. 123-137. |

P[TAK95] | J. Takala, O. Martikainen and J. Ruusunen (1995) Customer value creation in value added telecommunications services in: Intelligent Networks, Proc. of the IFIP Workshop on Intelligent Networks 1994, J. Harju, T. Karttunen and O. Martikainen (eds.), Chapman & Hall, London, 1995, pp. 208-224. |

P[TOI95] | J. Toivanen, R. Mäkinen and R. Lahdelma (1995) The reconstruction of an airfoil in 2D potential flow using a genetic algorithm on a parallel computer Proc. of the INWGA - 1st Nordic Workshop on Genetic Algorithms, January 9-12, Univ. of Vaasa, 1995, pp.229-240. |

### 1994

P[BUS94] | V. Bushenkov, V. Kaitala, A. Lotov and M. Pohjola (1994) Desicion and negotiation support for transboundary air pollution control between Finland Russia and Estonia, Finnish Economic Papers 7, 1994, pp. 69-80. |

P[EHT94] | H. Ehtamo, T. Raivio and R.P. Hämäläinen (1994) A method to generate trajectories for minimum time climb Proc. of the Sixth International Symposium on Dynamic Games and Applications, St-Jovite, Canada, July 13-15, 1994, pp. 175-183. |

P[HÄM94] | R.P. Hämäläinen and E. Kettunen (1994) On-line group decision support by HIPRE 3+ Group Link Proc. of the 3rd International Symposium on the Analytic Hierarchy Process, Washington, D.C., July 11-13, 1994, pp. 547-557. |

P[HIL94] | M. Hildén, V. Kaitala and G. Leitmann (1994) Stabilizing management and structural development of open-access fisherias in: Advances in Dynamic Games and Applications 1, T. Basar and A. Haurie (eds.), Birkhauser, 1994, pp. 318-338. |

P[LAH94] | R. Lahdelma (1994) An object-oriented mathematical modelling system Acta Polytechnica Scandinavica, Mathematics and Computing in Engineering Series No. 66, Helsinki 1994. |

P[LIN94] | L. Linnanen, T. Boström and P. Miettinen (1994) Environmental management -Life cycle concept in business operations Weilin+Göös, Economic series, Juva, 1994, 252 p. (in Finnish) |

P[MAR94] | M. Marttunen ja R.P. Hämäläinen (1994) Decision analysis interviews in environmental impact assessment Vesitalous, No. 3, 1994, pp. 11-17. (in Finnish) |

P[RÄS94] | M. Räsänen, R.P. Hämäläinen and J. Ruusunen (1994) Visual interactive modeling in electric load analysis Proc. of the IASTED International Conference Modelling, Identification and Control (MIC'94), Grindelwald, Switzerland, February 21-23, 1994, pp. 339-342. |

P[RUU94a] | J. Ruusunen (1994) Barter contracts in intertemporal energy exchange European Journal of Operational Research 75, 1994, pp. 589-599. |

P[RUU94b] | J. Ruusunen (1994) On barter contracts in electricity exchange in: Advances in Dynamic Games and Applications, T. Basar and A. Haurie (eds.), Birkhäuser, Boston Basel, 1994, pp. 375-385. |

P[TAM94] | E. Tamminen (1994) On sufficient conditions for the existence of multipliers and lagrangian duality in abstract optimization problems Journal of Optimization Theory and Applications, Vol. 82, No. 1, July 1994. |

P[VER94] | M. Verkama, R.P. Hämäläinen and H. Ehtamo (1994) Modeling and computational analysis of reactive behavior in organizations in: Computational Organization Theory, K. M. Carley and M. J. Prietula (eds.), Lawrence Erlbaum Associates, Hillsdale, NJ, 1994, pp. |

### 1993

P[BUN93] | D. W. Bunn and A. Salo (1993) Forecasting with scenarios European Journal of Operational Research, Vol 68, 1993, pp. 291-303. |

P[EHT93a] | H. Ehtamo and R.P. Hämäläinen (1993) A cooperative incentive equilibrium for a resource management problem Journal of Economic Dynamics and Control, Vol. 17, No. 4, 1993, pp. 659-678. |

P[EHT93b] | H. Ehtamo, M. Verkama and R.P. Hämäläinen (1993) On distributed computation of Pareto solutions in a duopoly Proc. of the IEEE International Conference on Systems, Man and Cybernetics, Le Touquet, France, October 17-20, 1993, Vol 1, pp. 197-202. |

P[GET93] | W.M. Getz and V. Kaitala (1993) Ecogenetic analysis and evolutionary stable strategies in harvested populations in: R. Law, J.M. McGlade and T.K. Stokes (eds.), The Exploitation of Evolving Resources, Lecture Notes in Biomathematics, Springer-Verlag, Berlin, Vol. 99, 1993. |

P[HÄM93a] | R.P. Hämäläinen and R. Karjalainen (1993) Aiding a group of experts in strategic energy risk analysis Proc. of the 16th Int. Conference of the IAEE, Bali Indonesia 27. - 29.7.1993, Vol. 1, pp. 5/25-5/33. |

P[HÄM93b] | R.P. Hämäläinen and A. Kettunen (1993) How to describe breathing patterns: A comparisons of optimal control modelling and the fourier transformation Proc. 2nd European Conference on Mathematics Applied to Biology and Medicine, Lyon, December 15-18, 1993. |

P[KAI93a] | V. Kaitala (1993) Equilibria in a stochastic resource management game under imperfect information European Journal of Operations Research 71, 1993, pp. 439-453. |

P[KAI93b] | A. Kaitala, V. Kaitala and P. Lundberg (1993) A theory of partial migration The American Naturalist, 142, 1993, pp. 59-81. |

P[KOL93] | T. Koljonen, J.J. Hämäläinen, K. Sjöholm, A. Kettunen and K. Pietilä (1993) Simulation of the degradation of starch and b-glucans during mashing Proceedings of European Brewery Convention, 24th Congress, Oslo, Norway, 1993, pp.525-532. |

P[LAH93] | R. Lahdelma and S. Ruuth (1993) A modified benders decomposition algorithm for solving large scale unit commitment problems Proc. of the 16th IFIP Conference on Systems Modelling and Optimization, Compiegne, France, July 5-9, Vol. 1, 1993, pp.185-188. |

P[SAL93] | A. Salo (1993) Inconsistency analysis by approximately specified priorities Mathematical and Computer Modelling, Vol. 17, No. 4/5, 1993, pp. 123-133. |

P[TAH93] | O. Tahvonen, V. Kaitala and M. Pohjola (1993) A Finnish - Soviet acid rain game: Noncooperative equilibria cost efficiency and sulphur agreements, Journal of Environmental Economics and Management Vol. 24, 1993, pp. 87-100. |

### 1992

P[EHT92a] | H. Ehtamo, M. Verkama and R.P. Hämäläinen (1992) On contracting under incomplete information using linear proposals Proc. of the Fifth International Symposium on Dynamic Games and Applications, Switzerland, 1992. |

P[EHT92b] | H. Ehtamo and R.P. Hämäläinen (1992) On the credibility on linear equilibrium strategies in discrete time fishery management games Proc. of the Fifth International Symposium on Dynamic Games and Applications, Switzerland, 1992. |

P[GET92] | W.M. Getz, V. Kaitala and F.L.W. Ratnieks (1992) Invasion of sibmating genes in diploid and haplodiploid populations Evolutionary Ecology Vol. 6, 1992. |

P[HÄM92a] | R.P. Hämäläinen, R. Karjalainen (1992) Decision support for risk analysis in energy policy European Journal of Operations Research, Vol. 56, No. 2, January 1992, pp. 172-183. |

P[HÄM92b] | R.P. Hämäläinen, A. Salo and K. Pöysti (1992) Observations about consensus seeking in a multiple criteria environment Proc. of the Twenty-Fifth Hawaii International Conference on Systems Sciences, Hawaii, Vol. IV, January 1992, pp. 190-198. |

P[HÄM92c] | R.P. Hämäläinen (1992) Decision analysis makes its way into environmental policy in Finland OR/MS Today, June 1992, pp. 40-43. |

P[HÄM92d] | R.P. Hämäläinen (1992) Tools for decision technology in engineering management Engineering Management, The IEEE Engineering Management Society Newsletter, Vol. 42, No. 3, July 1992. |

P[HÄM92e] | R.P. Hämäläinen (1992) Optimal control analysis of the breathing pattern by using the WBREPAT computer software in: Control of Breathing and its Modelling Perspective, Y. Honda, Y Miyamoto, K. Konno and J.G: Widdicombe (eds.), Plenum Press 1992, New York, pp. 393-396. |

P[KAI92a] | V. Kaitala, G. Feichtinger and A. Novak (1992) Stable resource - employment limit cycles in an optimally regulated fishery in G. Feichtinger (ed.), Dynamic Economic Models and Optimal Control, North-Holland, 1992, pp. 163-184. |

P[KAI92b] | V. Kaitala, M. Hildén and G. Leitmann (1992) Income subsidizing and fisheries development -An analysis of stabilizing management in: G. Feichtinger (ed.), Dynamic Economic Models and Optimal Control, North-Holland, 1992, pp. 189-203. |

P[KAI92c] | V. Kaitala, M. Pohjola and O. Tahvonen (1992) Transboundary air pollution and soil acidification: A dynamic analysis of an acid rain game between Finland and the USSR Environmental and Resource Economics, Vol. 2, 1992, pp. 161-181. |

P[KAI92d] | V. Kaitala, M. Pohjola and O. Tahvonen (1992) An economic analysis of transboundary air pollution between Finland and the Soviet Union Scandinavian Journal of Economics Vol. 94, 1992, pp. 409-424. |

P[KAI92e] | V. Kaitala and W.M. Getz (1992) Sex ratio genetics and the competitiveness of parasitic wasps Bulletin of Mathematical Biology, Vol. 54, 1992, pp. 295-311. |

P[KAI92f] | V. Kaitala (1992) (Book review) An Introduction to game-theoretic modeling by M Mesterson-Gibbons (Redwood City, Addisson-Wesley 1992), Natural Resource Modeling 6, 1992, pp. 333-335. |

P[KAR92] | I. Karanta and J. Ruusunen (1992) Modelling the temperature factor in short-term electrical load forecasting Preprints of the IFAC Symposium on Control of Power Plants and Power Systems, Munich, Germany, March 9-11, 1992, pp. 53-55. |

P[KOL92] | T. Koljonen, A. Kettunen, K. Sjöholm, K. Pietilä and J.J. Hämäläinen (1992) Simulation of enzyme kinetics during malt mashing - a new parameter estimation method Proceedings of First IEEE Conference on Control Applications, IEEE Catalog No:92CH3000-7, 1992, pp.90-95. |

P[LAH92] | R. Lahdelma (1992) Optimizing energy management system for steel industry Proc. of Workshop on Advances in Methodology and Software in DSS, IIASA, 1992. |

P[LAU92] | P. Lautala, H. Antila, S. Ruuth and R. Lahdelma (1992) Decomposition technique and coordination of optimal energy production Proc. of the 15th IFIP Conference, Zurich, Switzerland, September 2-6, 1991, ed. P. Kall; Lecture Notes in Control and Information Sciences 180, Part II, Springer-Verlag, 1992, pp. 418-419. |

P[RUU92] | J. Ruusunen (1992) Intertemporal electricity exchange through barter Automatica, Vol. 28, No. 1, 1992, pp. 203-207. |

P[SAL92a] | A. Salo and R.P. Hämäläinen (1992) Preference assessment by imprecise ratio statements Operations Research, Vol. 40, No. 6, November-December 1992, pp. 1053-1061. |

P[SAL92b] | A. Salo and R.P. Hämäläinen (1992) Processing interval judgments in the analytic hierarchy process in: A. Goicoechea, L. Duckstein and S. Zionts (eds.), Multiple Criteria Decision Making, Springer-Verlag, New York, 1992, pp. 359-372. |

P[VER92] | M. Verkama, R.P. Hämäläinen and H. Ehtamo (1992) Multi-agent interaction processes: From oligopoly theory to decentralized artificial intelligence Group Decision and Negotiation, Vol. 1, No. 2, 1992, pp. 137-159. |

### 1991

P[EHT91] | H. Ehtamo, J. Ruusunen and R.P. Hämäläinen (1991) On intertemporal cooperation -a dynamic stochastic problem with nonadditive group utility function in: Dynamic Games in Economic Analysis, R.P. Hämäläinen and H. Ehtamo (eds.), Lecture Notes in Control and Information Sciences, Vol. 157, Springer-Verlag, 1991, pp. 88-94. |

P[HÄJ91] | J.J. Hämäläinen (1991) Optimal arterial resistance for normal and failing hearth Proc. Annu. Int. Conf. of the IEEE, Eng. in Medic. and Biol. Soc., Vol. 13(5), Orlando, Florida, pp. 2046-2048, 1991. |

P[HÄM91a] | R.P. Hämäläinen (1991) Facts or values - how do parliamentarians and experts see nuclear power? Energy Policy, Vol. 19, No. 5, June 1991, pp. 464-472. |

P[HÄM91b] | R.P. Hämäläinen and H. Ehtamo (eds.) (1991) Differential games - development in modelling and computation Lecture Notes in Control and Information Sciences, Vol. 156, Springer Verlag, May 1991. |

P[HÄM91c] | R.P. Hämäläinen and H. Ehtamo (eds.) (1991) Dynamic Games in Economic Analysis Lecture Notes in Control and Information Sciences, Vol. 157, Springer Verlag, May 1991. |

P[HÄM91d] | R.P. Hämäläinen (1991) Decision analysis in the evaluation of the noncommensurable effects Environment, Resources and Decision Making, R. Levinnen and L. Ylä-Mononen (eds.), Union of Environmental Specialists, 1991, pp. 78-85. |

P[HIL91] | M. Hildén and V. Kaitala (1991) Comprehensive sensitivity analysis of a bioeconomic stock-recruitment model Ecological Modelling, 54, 1991, pp. 37-57. |

P[KAI91a] | V. Kaitala (1991) Maximizing yield in some fluctuating fisheries in: R. Arnason and T. Bjorndal (eds.), Essays on the Economics of Migratory Fish Stocks, Studies in Contemporary Economics, Springer-Verlag, Berlin, Heidelberg, 1991, pp. 41-54. |

P[KAI91b] | V. Kaitala and G. Leitmann (1991) Stabilizing management of fluctuating resources ZOR - Methods and Models of Operations Research 35, 1991, pp. 351-364. |

P[KAI91c] | V. Kaitala and G. Leitmann and S. Pandey (1991) Robust aircraft take-off control: A comparison of aircraft performance under different windshear conditions in: R.P. Hämäläinen and H. Ehtamo (eds.), Differential games - development in modelling and computation, Lecture Notes in Control and Information Sciences, Vol. 156, pp. 235-244, 1991. |

P[KAI91d] | V. Kaitala and G. Leitmann and S. Pandey (1991) Aircraft control for take-off in windshear Dynamics and Control, 1, 1991, pp. 239-252. |

P[KAI91e] | V. Kaitala, M. Pohjola and O. Tahvonen (1991) Transboundary air pollution between Finland and the USSR - A Dynamic acid rain game in: R.P. Hämäläinen and H. Ehtamo (eds.), Dynamic Games in Economic Analysis, Lecture Notes in Control and Information Sciences, Vol. 152, 1991, pp. 183-192. |

P[LAH91a] | R. Lahdelma (1991) Object-oriented modelling in MME Proceedings of Applied Mathematical Modelling (APMOD 91), January 14-16, London, 1991. |

P[LAH91b] | R. Lahdelma and S. Ruuth (1991) Object-oriented modelling of energy management in steel industry Proceedings of Applied Mathematical Modelling (APMOD 91), January 14-16, London, 1991. |

P[LAH91c] | R. Lahdelma, S. Ruuth and R. Holm (1991) LPR - An educational linear programming system with rational arithmetics Proc. 6th European Seminar on Mathematics in Engineering Education, April 10-13, Budapest, 1991, pp. 86-94. |

P[LAH91d] | R. Lahdelma, S. Ruuth and R. Holm (1991) SIM2 - an Object-oriented Pascal-based Simulation Environment, Proceedings of European Simulation Multiconference 91, June 17-19, Copenhagen, 1991. |

P[RAN91] | E. Ranta and V. Kaitala (1991) School size affects individual feeding success in three spined sticklebacks (Gasterosteus aculeatus) Journal of Fish Biology 39, 1991, pp. 733-737. |

P[RUT91] | S. Ruuth, R. Lahdelma and R. Holm (1991) MME - a rapid modelling and algorithm prototyping environment Proc. of Workshops on Advances in Methodology and Software in Decision Support Systems, M. Makowski and Y. Sawaragi (eds.), IIASA, 1991, pp.94-109. |

P[RUU91a] | J. Ruusunen, H. Ehtamo and R.P. Hämäläinen (1991) Dynamic cooperative electricity exchange in a power pool IEEE Transactions on Systems, Man, and Cybernetics, Vol. 21, No. 4, July/August 1991, pp. 758-766. |

P[RUU91b] | J. Ruusunen, R.P. Hämäläinen and M. Räsänen (1991) Game-theoretic modelling in the dynamic pricing of electricity in: Dynamic Games in Economic Analysis, R.P. Hämäläinen and H. Ehtamo (eds.), Lecture Notes in Control and Information Sciences, Vol. 157, Springer-Verlag, 1991, pp. 78-87. |

P[RUU91c] | J. Ruusunen and T. Tiilikainen (1991) Nonfirm electricity exchange between Finland and its neighbouring countries Colloquim Papers, Meeting of Study, Committee SC-39, Power System Operation and Control, Montreal, Canada, September 10-14, 1991, pp. 69-73. |

P[SAL91a] | A. Salo and R.P. Hämäläinen (1991) Decision support in an artificial intelligence environment in: Multiple Criteria Decision Support, Lecture Notes in Economics and Mathematical Systems, P. Korhonen, A. Lewandowski, and J. Wallenius (eds.), Springer-Verlag, New York, Vol. 356, 1991, pp. 183-190. |

P[SAL91b] | A. Salo and R.P. Hämäläinen (1991) Processing interval judgments in the analytic hierarchy process Proc. of the Ninth International Conference: Theory and Applications in Business, Industry and Government, in: Multiple Criteria Decision Making, A. Goicocchea, L. Duckstein and S. Zionts (eds.), Springer-Verlag, New-York, August 1990, Fairfax, Virginia, 1991, pp. 359-371. |

P[SAL91c] | A. Salo and R.P. Hämäläinen (1991) Interactive decision support through interval judgments Proc. of the 2nd International Symposium on the Analytic Hierarchy Process, August 1991, Pittsburgh, USA, pp. 215-226. |

P[SAL91d] | A. Salo and R.P. Hämäläinen (1991) Perspectives on decision support and artificial intelligence Proc. of the Ninth IASTED International Symposium on Applied Informatics, February 1991, Innsbruck, Austria, pp. 220-223. |

### 1990

P[CAR90] | J.R. Cardarelli, F. Gomide, and K. Tarvainen (1990) Large-scale systems with multiple objectives: A negotiation procedure and its application in power systems Preprints of the 11th IFAC World Congress, Tallinn, 1990. |

P[HAI90] | Y.Y. Haimes, K. Tarvainen, T. Shima and J. Thadathil (1990) Hierarchical multiobjective analysis of large-scale systems Hemisphere publishing corporation, New York, Washington, Philadelphia, London 1990. |

P[HÄM90a] | R.P. Hämäläinen (1990) A decision aid in the public debate on nuclear power European Journal of Operational Research, Vol. 48, No. 1, September 1990, pp. 66-76. |

P[HÄM90b] | R.P. Hämäläinen (1990) Computer assisted energy policy analysis in the Parliament of Finland Cases and Readings in Management Science, 2nd edition, B. Render, R. M. Stair, Jr. and I. Greenberg (eds.), Allyn & Bacon, Massachusetts 1990 pp. 278-288 |

P[HÄM90c] | R.P. Hämäläinen, J. Ruusunen and V. Kaitala (1990) Cartels and dynamic contracts in sharefishing Journal of Environmental Economics and Management, Vol. 19, October 1990, pp. 175-192. |

P[HYN90] | J.E. Hynynen, R. Lahdelma, R.P. Lehtinen (1990) DUKPIE - The BREAD 'n' BUTTER for Intelligent factory scheduling Proc. of the 2nd SIGMAN workshop on Manufacturing Planning and Control, Boston (MA, USA), July 31st, 1990. |

P[KAI90a] | V. Kaitala (1990) Evolutionary stable migration in salmon - a simulation study of homing and straying Annales Zoologici Fennici (Special Issue "Behaviour of Fish - Ecological Consequences"), Vol. 27, 1990, pp. 131-138. |

P[KAI90b] | V. Kaitala and G. Leitmann (1990) Stabilizing employment in a fluctuating resource economy Journal of Optimization Theory and Applications 67, No 1, 1-16, 1990. |

P[KAI90c] | V. Kaitala, and M. Pohjola (1990) Economic development and agreeable redistribution in capitalism: Efficient game equilibria in a two-class neoclassic growth model International Economics Review 31, No 2, 421-428, 1990. |

P[KAI90d] | V. Kaitala, B. Smith and W.M. Getz (1990) Nesting strategies of primitively eusocial bees: A model of nest usurpation during the solitary sage of the nesting cycle Journal of Theoretical Biology 144, 445-471, 1990, 56 pp. |

P[SAL90a] | A. Salo and R.P. Hämäläinen (1990) SETELI - The Strategy Expert for Telecommunication Investments IEEE Expert, October 1990 Vol 5 No. 5 pp. 14-22. |

P[SAL90b] | A. Salo and R.P. Hämäläinen (1990) Decision support under ambigous preference statements Proc. of the AIRO'90 Annual conference of the Italian OR society, Sorrento, Italy, October 1990, pp. 229-243. |

P[VIR90] | J. Virkkunen and R.P. Hämäläinen (1990) Modelling analysis of some basic hypotheses about the spread of AIDS Simulation, Vol 54, No. 1, January 1990, pp. 21-28. |

### 1989

P[DOC89] | E.J. Docker and V. Kaitala (1989) On efficient equilibrium solutions in dynamic games of resource management Resources and Energy 11, 23-34, 1989. |

P[EHT89a] | H. Ehtamo and R.P. Hämäläinen (1989) Incentive strategies and equilibria for dynamic games with delayed information Journal of Optimization Theory and Applications, Vol. 63, No. 3, December 1989, pp. 355-369. |

P[EHT89b] | H. Ehtamo, J. Ruusunen and R.P. Hämäläinen (1989) The computation of the Nash bargaining solution Computers and Mathematics with Applications, Vol. 18, No. 1-3, 1989, pp. 189-193. |

P[EHT89c] | H. Ehtamo, J. Ruusunen and R.P. Hämäläinen (1989) A hierarchical approach to bargaining in power pool management IEEE Transactions Automatic Control, Vol. 34, No.6, 1989, pp. 666-669. |

P[EHT89d] | H. Ehtamo, J. Ruusunen and R.P. Hämäläinen (1989) Repeated bargaining under uncertainty in: Differential Games and Applications, T. Basar and P. Bernhard, (eds.) Lecture Notes in Control and Information Sciences, Springer-Verlag, Vol. 119, 1989, pp. 178-185. |

P[EHT89e] | H. Ehtamo, J. Ruusunen and R.P. Hämäläinen (1989) On a class of cooperative feedback solutions for differential games in: Dynamic Modelling and Control of National Economies 1989, Selected Papers from the 6th IFAC Symposium, Edinburgh, UK, 27-29 June 1989, pp. 33-35. |

P[GET89] | W.M. Getz and V. Kaitala (1989) Ecogenetic models competition and heteropatry, Theoretical Population Biology 35, 34-58, 1989. |

P[HÄJ89] | J.J. Hämäläinen (1989) Optimal stroke volume in left-ventricular ejection IEEE Transactions on Biomedical Engineering, Vol. 36, No. 2, 1989, pp. 172-182. |

P[HÄM89a] | R.P. Hämäläinen and V. Kaitala (1989) Game theoretic analysis of the management of a divided fishery Proc. The Systems Analysis Approach to Environmental and Natural Resources Management of the Baltic Region, V. Vidal, A.Straszak, and H. Ravn (eds.), IMSOR, Lyngby, Denmark, 1989, pp. 165-176. |

P[HÄM89b] | R.P. Hämäläinen and R. Karjalainen (1989) Structuring the risks of energy production Proc. International Conference on Multicriteria Decision Making, Bangkok, Thailand, December 6-8, 1989, pp. 677-689. |

P[HÄM89c] | R.P. Hämäläinen and R. Karjalainen (1989) Two approaches to expert team resolution Proc. IEEE Conference on Systems, Man and Cybernetics, Cambridge, USA, November 14-17, 1989, pp. 492-493. |

P[KAI89a] | V. Kaitala (1989) Nonuniqueness of no-memory feedback equilibria in a fishery resource game Automatica 25, 587-592, 1989. |

P[KAI89b] | V. Kaitala, A. Kaitala and W.M. Getz (1989) Evolutionary stable dispersal of a waterstrider in a temporally and spatially hetetogeneous environment Evolutionary Ecology 3, 283-298, 1989. |

P[KAI89c] | V. Kaitala and G. Leitmann (1989) Stabilizing management of fishery resources in a fluctuating environment Dynamics and Stability of Systems 4, 95-110, 1989. |

P[KAI89d] | V. Kaitala and G. Leitmann (1989) Stabilizing management of fishery resources in a fluctuation environment Operations Research Proceedings (German OR Soc. Annual Meeting, Berlin, 1988), pp. 293-299, Springer-Verlag, Berlin Heidelberg. 1989. |

P[KAI89e] | V. Kaitala and G. Leitmann (1989) Stabilization of employment in an uncertain open-access resource economy Proc. of German OR Soc. Annual Meeting, Kiel, September 1989. 8 pp. |

P[KAI89f] | V. Kaitala, K. Lindström and E. Ranta (1989) Foraging vigilance and risk of predation in birds - a dynamic game study of ESS, Journal of Theoretical Biology 138, 1989, pp. 329-345. |

P[LAH89] | R. Lahdelma and S. Ruuth (1989) Solving multiperiod unit commitment problems in energy management Proceedings of AMSE Signals & Systems, Vol. 9 Brighton 1989, pp. 115-125. |

P[RUU89a] | J. Ruusunen, H. Ehtamo and R.P. Hämäläinen (1989) Bargaining with dynamic information Proc. of the Bellman Continuum Workshop 1988, in: Modelling and Control of Systems in Engineering, Quantum Mechanics, Economics and Biosciences (Proceedings of the Bellman Continuum Workshop 1988), A. Blaquiére (ed.), Lecture Notes in Control and Information Sciences, Vol. 121, Springer-Verlag, 1989, pp. 349-353. |

P[RUU89b] | J. Ruusunen, H. Ehtamo and R.P. Hämäläinen (1989) Dynamic cooperative electricity exchange in a power pool Proc. IEEE Conference on Systems, Man and Cybernetics, Cambridge, USA, November 14-17, 1989, pp. 268-273. |

P[RUU89c] | J. Ruusunen and R.P. Hämäläinen (1989) Project selection by an integrated decision aid In the Analytic Hierarchy Process: Applications and Studies, B.L. Golden, E.A. Wasil and P.T. Harker (eds.), Springer-Verlag, 1989, pp. 101-121. |

P[SAL89] | A. Salo and R.P. Hämäläinen (1989) A modelling and decision aid for supporting telecommunications investments Proc. IEEE Conference on Systems, Man and Cybernetics, Cambridge, USA, November 14-17, 1989 pp. 115-118. |

P[SHI89] | T. Shima, K. Tarvainen, Y.Y. Haimes, and K. Sung (1989) Applications of hierarchical overlapping coordination with multiple objectives Information and Decision Technologies 15:33-57, 1989. |

### 1988

P[AIT88] | L. Aittoniemi (1988) Basis representations in large-scale linear programming software Acta Polytechnica Scandinavica, Mathematics and Computer Science Series No. 50, Helsinki, 1988, pp 60. |

P[EHT88a] | H. Ehtamo, J. Ruusunen and R.P. Hämäläinen (1988) The formulation of the Nash bargaining problem as a hierarchical control problem Operations Research Proceedings 1987, eds. H. Schellhaas et.al., Springer-Verlag, 1988, pp. 526-533. |

P[EHT88b] | H. Ehtamo, J. Ruusunen, V. Kaitala and R.P. Hämäläinen (1988) Solution for a dynamic bargaining problem with an application to resource management Journal of Optimization Theory and Applications, Vol. 59, No 3, December 1988, pp. 391-405. |

P[GET88] | W.M. Getz and V. Kaitala (1988) Ecogenetic models and chaotic competition in the absense of coexistence equilibria the Seventh Pacific Coast Resource Modeling Conference, Ensenada, Baja California, Mexico, June 15-17, 1988. |

P[HÄM88a] | R.P. Hämäläinen (1988) Computer assisted energy policy analysis in the Parliament of Finland Interfaces, Vol. 18, No. 4, 1988, pp. 12-23. |

P[HÄM88b] | R.P. Hämäläinen and R. Karjalainen (1988) NETPRE - A decision support system for analyzing preferences in a network setting Proc. of ISAHP - International Symposium on the Analytic Hierarchy Process, September 6-9, 1988, Tianjin, China, pp. 626-633. |

P[HÄM88c] | R.P. Hämäläinen and R. Karjalainen (1988) On the role of software in interactive decision analysis Proc. Multiobjective Problems of Mathematical Programming Conference, Yalta, USSR, October 26 - November 2, 1988, Springer-Verlag, Vol. 351, 1988, pp. 293-303. |

P[HAR88] | P. Hari, V. Kaitala and R. Salminen (1988) The use of intermittent radiation in studying photosynthesis and transpiration Photosynthetica, 22(2), 1988, pp. 236-239. |

P[KAI88a] | V. Kaitala and G. Leitmann (1988) Control of uncertain discrete systems: An application in resource management Proc. 27th IEEE Conference on Decision and Control, Austin, Texas, December 7-9 1988, pp. 497-502. |

P[KAI88b] | V. Kaitala and M. Pohjola (1988) Optimal recovery of a shared resource stock: A differential game model with efficient memory equilibria Natural Resource Modelling 3, 91-119, 1988. |

P[KAR88] | I. Karanta (1988) A survey of artificial intelligence education in Finland Proc. Finnish Artificial Intelligence symposium STeP-88, 15.-18.8.1988, vol. 2, pp. 680-686. |

P[SAL88a] | A. Salo and R.P. Hämäläinen (1988) Supporting telecommunications planning - The SETELI case Proc. Finnish Artificial Intelligence Symposium (STeP-88), 15.-18.8.1988, Vol. 1 pp. 160-166. |

P[SAL88b] | A. Salo and R.P. Hämäläinen (1988) Supporting telecommunications planning - The SETELI Case Proc. of the RACE Main Workshop on Techno-Economic Tools, Analysis Limited, Cambridge v.v. June 1988, pp. 294-298. |

### 1987

P[EHT87] | H. Ehtamo, J. Ruusunen and R.P. Hämäläinen (1987) On the computation of the Nash bargaining solution with an energy management example Proc. 26th IEEE Conference on Decision and Control, Los Angeles, CA, 1987, pp. 263-266. |

P[HÄJ87] | J.J. Hämäläinen (1987) On the optimality of stroke volume in left ventricular ejection Automedica, Vol 9, No. 1-3, 1987, p. 257. |

P[HÄM87] | R.P. Hämäläinen (1987) Respiratory system: Optimal control in: Systems & Control Encyclopedia, ed. M.G. Singh, Pergamon Press 1987, pp. 4062-4066. |

P[KAI87a] | V. Kaitala and M. Pohjola (1987) Optimal recovery of a shared resource stock Optimization Days 1987, Montreal, May 13-15, 1987. |

P[KAI87b] | V. Kaitala and M. Pohjola (1987) Economic growth and income redistribution Proc. 26th IEEE Conference on Decision and Control, Los Angeles, CA, December 9-11, 1987, pp. 267-270. |

P[PÖY87a] | P. Pöyhönen and R. Lahdelma (1987) Multimodel reasoning in DX 200 digital switching system diagnosis International Switching Symposium -87 proceedings, Phoenix 1987. |

P[PÖY87b] | P. Pöyhönen and R. Lahdelma (1987) DXScope: Multimodel reasoning in DX 200 digital switching system diagnosis Discovery, Vol 8, March 1987. |

P[VAS87] | P. Vasara, K. Tarvainen, R.P. Hämäläinen and E. Tunkelo (1987) MESTOR: A systems for the multiobjective optimization of the exploitation of arctic hydrocarbon finds Arctic Construction Group, Finn-Stroi, Lohja, Partek, 1987, pp. 1-46. |

### 1986

P[AHO86] | A. Ahonen, L. Aittoniemi, H. Apiola and S. Ruuth (1986) On the efficient use of architecture of a small computer for lp-algorithms European Journal of Operation Research, 24, No. 1, 1986, pp. 4-11. |

P[EHT86a] | H. Ehtamo and R.P. Hämäläinen (1986) On affine incentives for dynamic decision problems in: T. Basar (ed.), Dynamic Games and Applications in Economics, Lecture Notes in Economics and Mathematical Systems, Springer-Verlag, Vol. 265, 1986, pp. 47-63. |

P[EHT86b] | H. Ehtamo and R.P. Hämäläinen (1986) On incentive design for dynamic decision problems Journal of Economic Dynamics and Control, Vol. 10, 1986, pp. 41-43. |

P[EIR86] | T. Eirola and V. Kaitala (1986) On the existence of overtaking trajectories Journal of Optimization Theory and Applications 49, 1986, pp. 227-237. |

P[HÄJ86a] | J.J. Hämäläinen and R.P. Hämäläinen (1986) Energy cost minimization in left ventricular ejection: An optimal control model Journal of Applied Physiology, Modeling Methodology Forum, Vol. 61, 1986, pp. 1972-1979. |

P[HÄJ86b] | J.J. Hämäläinen and R.P. Hämäläinen (1986) On the optimality of left ventricular ejection Acta Univ. Oulu A179, Proceedings of the Fifth National Meeting on Biophysics and Biotechnology, Oulu, Finland, Oct. 9-10, 1986, pp. 167-170. |

P[HÄM86a] | R.P. Hämäläinen, J. Ruusunen and V. Kaitala (1986) Myopic Stackelberg equilibria and social coordination in a share contract fishery Marine Resource Economics Vol. 3, No. 3, 1986, pp. 209-235. |

P[HÄM86b] | R.P. Hämäläinen, T.O. Seppäläinen and J. Ruusunen (1986) A microcomputer-based decision support tool and its application to a complex energy decision problem Proc. 17th Hawaii International Conference on Systems Sciences, 1986, pp. 494-502. |

P[HÄM86c] | R.P. Hämäläinen and T.O. Seppäläinen (1986) The analytic network process in energy policy planning Socio-Economic Planning Sciences, Vol. 20, No. 6, 1986, pp. 399-405. |

P[KAI86] | V. Kaitala (1986) Game theory models of fisheries management - a survey in: T. Basar (ed.) Dynamic Games and Applications on Economics, Lecture Notes in Economics and Mathematical Systems, Springer-Verlag, 1986, pp. 252-266. |

P[LAH86] | R. Lahdelma and P. Pöyhönen (1986) Hybrid representation of knowledge Proc. Second Finnish Conf. of Artificial Intelligence, M. Karjalainen, J. Seppänen and M. Tamminen (eds.), Vol. 2, Espoo 1986, pp. 141-148. |

P[PÖY86] | P. Pöyhönen and R. Lahdelma (1986) There is more than backward chaining in a high quality diagnostic expert system Proc. Second Finnish Conf. of Artificial Intelligence, M. Karjalainen, J. Seppänen and M. Tamminen (eds.), Vol. 2, Espoo 1986, pp. 101-107. |

P[TAR86] | K. Tarvainen (1986) On the generating of Pareto optimal alternatives in large scale systems Preprints of the 4th IFAC/IFORS Symposium on Large Scale Systems, 26-29 August 1986, Pergamon Press 1986, pp. 519-524. |

### 1985

P[AIT85] | L. Aittoniemi and K. Oehlandt (1985) A note on the Martello-Toth algorithm for unidimensional knapsack problems European Journal of Operational Research 20, No. 1, 1985, pp. 117-124. |

P[EER85] | A. Eerola (1985) Use and evaluation of forest product market forecasts paper presented at the Fifth International Symposium on Forecasting, Montreal, June 9-12, 1985. |

P[EHT85a] | H. Ehtamo, R.P. Hämäläinen and V. Kaitala (1985) On incentive solutions for linear-quadratic Stackelberg games Proc. American Control Conference, Boston, Vol. 2, June 19-21, 1985, pp. 1109-1113. |

P[EHT85b] | H. Ehtamo and R.P. Hämäläinen (1985) Construction of optimal affine incentive strategies for linear-quadratic Stackelberg games Proc. 24th IEEE Conf. on Decision and Control, Fort Lauderdale, FL, Vol. 2, December 1985, pp. 1093-1098. |

P[GOM85] | F. Gomide, K. Tarvainen and Y.Y. Haimes (1985) Iterative negotiations on multiple objectives in large scale systems Proc. of the 9th World Congress of the IFAC, Pergamon Press, 1985. |

P[HÄM85a] | R.P. Hämäläinen, A. Haurie and V. Kaitala (1985) Equilibria and threats in a fishery management game Optimal Control Applications and Methods, Vol. 6, 1985, pp. 315-333. |

P[HÄM85b] | R.P. Hämäläinen and J.J. Hämäläinen (1985) On the minimum work criterion in optimal control models of left ventricular ejection IEEE Transactions on Biomedical Engineering, BME-22, No. 11, 1985, pp. 951-956. |

P[HÄM85c] | R.P. Hämäläinen, K. Oehlandt, T.O. Seppäläinen and J. Ruusunen (1985) An approach to decision support in national energy policy planning Proc. IEEE Conference on Systems, Man and Cybernetics, Tucson, USA, 1985, pp. 1008-1012. |

P[KAI85a] | V. Kaitala, R.P. Hämäläinen and J. Ruusunen (1985) On the analysis of equilibria and bargaining in a fishery game in: Optimal Control Theory and Economic Analysis 2, ed. G. Feichtinger, North-Holland, 1985, pp. 593-606. |

P[KAI85b] | V. Kaitala and R.P. Hämäläinen (1985) On the role of dynamics and information in international negotiations The case of fishery management, in: Plural Rationality and Interactive Decision Processes, M. Grauer, M. Thompson and A.P. Wierzbicki (eds.), Lecture Notes in Economics and Mathematical Systems, Springer-Verlag, 1985, pp. 212-221. |

P[VEP85] | K. Vepsäläinen, A. Kaitala and V. Kaitala (1985) Reproductive tactics of the waterstrider Gerris thoracicus in unpredictable environments A simulation study, Oikos 45, 1985, pp. 266-272. |

### 1984

P[GOM84] | F. Gomide, K. Tarvainen and Y.Y. Haimes (1984) Iterative negotiations on multiple objectives in large scale systems Preprints of the 9th World Congress of the International Federation of Automatic Control, Budabest, Hungary, July 2-6, 1984. |

P[HÄM84a] | R.P. Hämäläinen, A. Haurie and V. Kaitala (1984) Bargaining on whales: A differential game model with Pareto optimal equilibria Operations Research Letters, Vol. 3, No. 1, 1984, pp. 5-11. |

P[HÄM84b] | R.P. Hämäläinen and J.J. Hämäläinen (1984) An optimal control model for left ventricular ejection Proceedings of the 37th Annual Conference on Engineering in Medicine and Biology, Los Angeles, USA, 1984, p. 275. |

P[HÄM84c] | R.P. Hämäläinen and A. Sipilä (1984) Optimal control of inspiratory airflow in breathing Optimal Control Applications and Methods, Vol. 5, 1984, pp. 177-191. |

P[TAR84] | K. Tarvainen (1984) On the implementation of the interactive surrogate worth trade-off (ISWT) method in: Interactive Decision Analysis, eds. Graver and Wierzbicki, Springer, New York, 1984. |

## Manuscripts

### 2021

M[LAH21] | T. Lahtinen (2021) Collecting actionable and value-focused feedback using multi-criteria evaluation — a procedure and an application |

### 2020

M[SCH20] | A. von Schantz and H. Ehtamo (2020) Minimizing the evacuation time of a crowd from a complex building using rescue guides arXiv:2007.00509 [physics.soc-ph] (View at publisher) |

M[SCH20a] | A. von Schantz, H. Ehtamo and S. Hostikka (2020) Minimization of mean-CVaR evacuation time of a crowd using rescue guides: a scenario-based approach arXiv:2010.03922 [physics.soc-ph] (View at publisher) |

### 2019

M[MAN19] | A. Mancuso, P. Zebrowski and A. Couce Vieira (2019) Risk-based Selection of Mitigation Strategies for Cybersecurity of Electric Power Systems Risk Analysis (Slides) |

M[SAL19] | A. Salo, J. Andelmin and F. Oliveira (2019) Decision Programming for Multi-Stage Optimization under Uncertainty arXiv (View at publisher) (Slides) |

### 2014

M[KAN14] | J. Kangaspunta and A. Salo (2014) A Resource Allocation Model for Improving the Resilience of Critical Transportation Systems Submitted |

### 2007

M[LEP07] | I. Leppänen, R. P. Hämäläinen and E. Saarinen (2007) Intentions and systems intelligence: prospects for complexity research |

## Selected earlier publications

### 1981

P[HAM81] | R.P.Hämäläinen (1981) On the cheating problem in Stackelberg games in: International Journal of Systems Science, Vol. 12, No. 6, 1981, pp. 753-770. |

### 1978

P[HAM78a] | R.P.Hämäläinen (1978) Recursive algorithms for Nash strategies in two-player difference games in: International Journal of Control, Vol. 27, No. 2, 1978, pp. 229-237. |

P[HAM78b] | R.P. Hämäläinen (1978) On the role of information in decentralized macro-economic stabilization International Journal of Systems Science, Vol. 9, No. 7, 1978, pp. 799-811. |

### 1977

P[HAM77] | R.P. Hämäläinen (1977) Difference games with periodic information structures with application to the worst case design of regulators International Journal of Systems Science, Vol. No. 7, 1977, pp. 753-770. |

### 1976

P[HAM76] | R.P. Hämäläinen (1976) Optimal controller design by nonlinear and game theoretic methods Acta Polytechnica Scandinavica, Ma:28, 1976, pp. 3-47. (Doctoral dissertation) |