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Department: Any ÅAU / Department of Information Technologies UTU / Department of Information Technology UTU / Department of Mathematics and Statistics UTU / Turku School of Economics, Institute of Information Systems Sciences

Research Unit: Any Algorithmics and Computational Intelligence Group (ACI) Biomathematics Research Unit (BIOMATH) Communication Systems (ComSys) Computational Biomodeling Laboratory (Combio Lab) Data Mining and Knowledge Management Laboratory Distributed Systems Laboratory (DS Lab) Embedded Computer and Electronic Systems (ECES) Embedded Systems Laboratory (ESLAB) FUNDIM, Fundamentals of Computing and Discrete Mathematics Institute for Advanced Management Systems Research (IAMSR) Learning and Reasoning Lab Software Construction Laboratorium Software Development Laboratory (SwDev) Software Engineering Laboratory (SE Lab) Turku BioNLP Group Turku Optimization Group (TOpGroup) UTU Information Systems Science (ISS)

Publication type: Any Monographs Edited books Edited special issues of journals Edited proceedings Articles in journals Articles in proceedings Chapters in edited books Ph.D. thesis Lic. thesis Technical reports

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Edited books (1):

• Risto Lahdelma, Kaisa Miettinen, Pekka Salminen, Ahti Salo (Eds.), Proceedings of the 67th meeting of the European Working Group "Multiple Criteria Decision Aiding", Reports of the Department of Mathematical Information Technology, Series A. Collections., University of Jyväskylä, 2008.

Articles in journals (35):

• Aiying Rong, Attila Toth, Olli S. Nevalainen, Timo Knuutila, Risto Lahdelma, Modeling the machine configuration and line-balancing problem of a PCB assembly line with modular placement machines. International Journal of Advanced Manufacturing Technology 54, 349–360, 2011.
• Risto Lahdelma, Simo Makkonen, Pekka Salminen, Two ways to handle dependent uncertainties in multi-criteria decision problems. Omega 37(1), 79-92, 2009.
• Risto Lahdelma, Pekka Salminen, Prospect Theory and Stochastic Multicriteria Acceptability Analysis (SMAA). Omega 37(5), 961-971, 2009.
• Aiying Rong, Henri Hakonen, Risto Lahdelma, A dynamic regrouping based sequential dynamic programming algorithm for unit commitment of combined heat and power systems. Energy Conversion and Management 50(4), 1108–1115, 2009.
• Aiying Rong, Risto Lahdelma, Martin Grunow, An improved unit decommitment algorithm for combined heat and power systems. European Journal of Operational Research 195(2), 552–562, 2009.
• Tommi Tervonen, Jose Figueira, Risto Lahdelma, Juscelino Almeida Dias, Pekka Salminen, A stochastic method for robustness analysis in sorting problems. European Journal of Operational Research 192(1), 236–242, 2009.
• Aiying Rong, Henri Hakonen, Risto Lahdelma, A Variant of the Dynamic Programming Algorithm for Unit Commitment of Combined Heat and Power Systems. European Journal of Operational Research 190(3), 741–755, 2008.
• Aiying Rong, Risto Lahdelma, Fuzzy Chance Constrained Linear Programming Model for Optimizing the Scrap Charge in Steel Production. European Journal of Operational Research 186(3), 953–964, 2008.
• Aiying Rong, Risto Lahdelma, Peter Luh, Lagrangian Relaxation Based Algorithm for Trigeneration Planning with Storages. European Journal of Operational Research 188(1), 240–257, 2008.
• Tommi Tervonen, Henri Hakonen, Risto Lahdelma, Elevator planning with stochastic multicriteria acceptability analysis. Omega 36(3), 352-362, 2008.
• Aiying Rong, Risto Lahdelma, Efficient Algorithms for Combined Heat and Power Production Planning Under the Deregulated Electricity Market. European Journal of Operational Research 176(2), 1219–1245, 2007.
• Aiying Rong, Risto Lahdelma, CO2 Emissions Trading Planning in Combined Heat and Power Production via Multi-Period Stochastic Optimization. European Journal of Operational Research 176(3), 1874–1895, 2007.
• Aiying Rong, Risto Lahdelma, An Effective Heuristic for Combined Heat and Power Production Planning with Power Ramp Constraints. Applied Energy 84(3), 307–325, 2007.
• Aiying Rong, Risto Lahdelma, An Efficient Envelope-Based Branch and Bound Algorithm for Non-Convex Combined Heat and Power Production Planning. European Journal of Operational Research 183(1), 412–431, 2007.
• Tommi Tervonen, Risto Lahdelma, Implementing Stochastic Multicriteria Acceptability Analysis. European Journal of Operational Research 178(2), 500–513, 2007.
• Annika S. Kangas, Jyrki Kangas, Risto Lahdelma, Pekka Salminen, Using SMAA-2 Method with Dependent Uncertainties for Strategic Forest Planning. Forest Policy and Economics 9(2), 113–125, 2006.
• Risto Lahdelma, Simo Makkonen, Pekka Salminen, Multivariate Gaussian Criteria in SMAA. European Journal of Operational Research 170(3), 957–970, 2006.
• Risto Lahdelma, Pekka Salminen, Classifying Alternatives in SMAA Using Cross Confidence Factors. European Journal of Operational Research 170(1), 228–240, 2006.
• Risto Lahdelma, Pekka Salminen, Stochastic Multicriteria Acceptability Analysis Using the Data Envelopment Model. European Journal of Operational Research 170(1), 241–252, 2006.
• Simo Makkonen, Risto Lahdelma, Non-Convex Power Plant Modelling in Energy Optimization. European Journal of Operational Research 171(3), 1113–1126, 2006.
• Aiying Rong, Henri Hakonen, Risto Lahdelma, An Efficient Linear Model and Optimization Algorithm for Multi-Site Combined Heat and Power Production. European Journal of Operational Research 168(2), 612–632, 2006.
• Risto Lahdelma, Kaisa Miettinen, Pekka Salminen, Reference Point Approach for Multiple Decision Makers. European Journal of Operational Research 164(3), 785–791, 2005.
• Aiying Rong, Risto Lahdelma, An Efficient Linear Programming Model and Optimization Algorithm for Trigeneration. Applied Energy (82), 40–63, 2005.
• Jyrki Kangas, Joonas Hokkanen, Annika Kangas, Risto Lahdelma, Pekka Salminen, Applying Stochastic Multicriteria Acceptability Analysis to Forest Ecosystem Management with Both Cardinal and Ordinal Criteria. Forest Science (49), 928–937, 2003.
• Risto Lahdelma, Henri Hakonen, An Efficient Linear Programming Algorithm for Combined Heat and Power Production. European Journal of Operational Research 148(1)(148), 141–151, 2003.
• Risto Lahdelma, Kaisa Miettinen, Pekka Salminen, Ordinal Criteria in Stochastic Multicriteria Acceptability Analysis. European Journal of Operational Research (147), 117–127, 2003.
• Risto Lahdelma, Pekka Salminen, Markku Kuula, Testing the Efficiency of Two Pairwise Comparison Methods in Discrete Multiple Criteria Problems. European Journal on Operational Research (145), 496-508, 2003.
• Simo Makkonen, Risto Lahdelma, Anna-Maria Asell, Antti Jokinen, Multi-Criteria Decision Support in the Liberalized Energy Market. Journal of multi-criteria decision analysis 12, 1–16, 2003.
• Risto Lahdelma, Pekka Salminen, Pseudo-Criteria Versus Linear Utility Function in Stochastic Multicriteria Acceptability Analysis. European Journal of Operational Research 141(2), 454–469, 2002.
• Risto Lahdelma, Pekka Salminen, Joonas Hokkanen, Locating a Waste Treatment Facility by Using Stochastic Multicriteria Acceptability Analysis with Ordinal Criteria. European Journal of Operational Research 142(2), 345–356, 2002.
• Risto Lahdelma, Pekka Salminen, SMAA-2: Stochastic Multicriteria Acceptability Analysis for Group Decision Making. Operations Research 49(3), 444–454, 2001.
• Simo Makkonen, Risto Lahdelma, Analysis of Power Pools in the Deregulated Energy Market through Simulation. Decision Support Systems 30(3), 289–301, 2001.
• Pekka Salminen, Risto Lahdelma, The strength of weaker MCDA methods. Opinion makers section.. EWG/MCDA Newsletter Fall, 1–2, 2001.
• Joonas Hokkanen, Risto Lahdelma, Pekka Salminen, Multicriteria decision support in a technology competition for cleaning polluted soil in Helsinki. Journal of Environmental Management 60(4), 339–348, 2000.
• Risto Lahdelma, Pekka Salminen, Joonas Hokkanen, Using Multicriteria Methods in Environmental Planning and Management. Environmental Management 26(6), 595–605, 2000.

Articles in proceedings (23):

• Aiying Rong, Attila Toth, Olli S. Nevalainen, Timo Knuutila, Risto Lahdelma, PCB Assembly Line Modeling with Modular Placement Machines. In: Hongyi Sun, Roger Jiao, Min Xie (Eds.), Proceedings of the 2009 IEEE International Conference on Industrial Engineering and Engineering Management, 1097-1101, IEEE, 2009.
• Risto Lahdelma, Pekka Salminen, Simulation techniques for Stochastic Multicriteria Acceptability Analysis. In: K. Miettinen P. Salminen A. Salo R. Lahdelma (Ed.), Proceedings of the 67th meeting of the European Working Group “Multiple Criteria Decision Aiding”, Reports of the Department of Mathematical Information Technology, Series A, 163-177, University of Jyväskylä, 2008.
• Abdellah Menou, Abdelhanine Benallou, Risto Lahdelma, Pekka Salminen, Decision Support for Centralizing Cargo at a Moroccan Airport Hub Using Stochastic Multicriteria Acceptability Analysis. In: K. Miettinen P. Salminen A. Salo R. Lahdelma (Ed.), Proceedings of the 67th meeting of the European Working Group “Multiple Criteria Decision Aiding”, Reports of the Department of Mathematical Information Technology, Series A, 30-41, University of Jyväskylä, 2008.
• Risto Lahdelma, Pekka Salminen, Representing Incomplete Preference Information by Probability Distributions. In: Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2007), 590-597, ACTA Press, 2007.
• Aiying Rong, Risto Lahdelma, A Modified Unit Decommitment Algorithm in Combined Heat and Power Production Planning. In: Proceedings of the 26th IASTED International Conference on Modelling, Identification, and Control (MIC 2007), 30-35, ACTA Press, 2007.
• Risto Lahdelma, Object-Oriented Declarative Model Specification in C++. In: Eero Hyvönen, Tomi Kauppinen, Jukka Kortela, Mikko Laukkanen, Tapani Raiko, Kim Viljanen (Eds.), New Developments in Artifical Intelligence and the Semantic Web, Proceedings of the 12th Finnish Artificial Intelligence Conference (STeP 2006), Publications of the Finnish Artificial Intelligence Conference Society 23, 82-85, Finnish Artificial Intelligence Society, 2006.
• Risto Lahdelma, Aiying Rong, Scrap Charge Optimization Using Fuzzy Chance Constrained Linear Programming. In: Eero Hyvönen, Tomi Kauppinen, Jukka Kortela, Mikko Laukkanen, Tapani Raiko, Kim Viljanen (Eds.), Proceedings of the Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006), Espoo, Finland, October 25-27, 2006., 118-128, Finnish Artificial Intelligence Society FAIS, 2006.
• Risto Lahdelma, Aiying Rong, Efficient Re-Formulation of Linear Cogeneration Planning Models. In: Proceedings of the 24th IASTED International Conference on Modelling, Identification, and Control, 300-305, Acta Press, 2005.
• Risto Lahdelma, Tommi Tervonen, Pekka Salminen, José Figueira, Group Preference Modelling in SMAA Using Belief Functions. In: Proceedings of the 23rd IASTED International Multi-Conference on Artificial Intelligence and Applications, 381-386, 2005.
• Tatjana Petkovic, Risto Lahdelma, Multi-Source Multi-Attribute Data Fusion. In: Ville Könönen Matti Pöllä Olli Simula Timo Honkela (Ed.), Proceedings of International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR'05), 26-32, 2005.
• Aiying Rong, Risto Lahdelma, Risk Analysis of Expansion Planning of Combined Heat and Power Energy System under Emissions Trading Scheme. In: Worawit Tayati (Ed.), The IASTED International Conference on Energy and Power Systems, 70-75, Acta Press, 2005.
• Aiying Rong, Risto Lahdelma, An Efficient Model and Specialized Algorithms for Cogeneration Planning. In: Worawit Tayati (Ed.), The IASTED International Conference on Energy and Power Systems (EPS 2005), 1-7, ACTA, 2005.
• Tommi Tervonen, José Figueira, Risto Lahdelma, Pekka Salminen, An Approach for Modelling Preferences of Multiple Decision Makers. In: Timo Honkela, Ville Könönen, Matti Pöllä, Olli Simula (Eds.), Proceedings of the International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR’05), 82-89, 2005.
• Henri Hakonen, Aiying Rong, Risto Lahdelma, Multiobjective Optimization in Elevator Group Control. In: T. Rossi S. Korotov E. Oñate J. Périaux P. Neittaanmäki, D. Knörzer (Eds.), Proc. European Congress on Computational Methods in Applied Sciences and Engineering, 2, 17, 2004.