Interactive Multiple Criteria Decision Making based on preference driven Evolutionary Multiobjective Optimization with controllable accuracy

European Journal of Operational Research

Volumn 216, Issue 1, 2012, Pages 188-199

  Kaliszewski, Ignacy ^a   Miroforidis, Janusz ^a   Podkopaev, Dmitry ^a,b  

^a SYSTEMS RESEARCH INSTITUTE   (Poland)

^b UNIVERSITY OF JYVÄSKYLÄ   (Finland)

Author keywords

Evolutionary computations; Multiple criteria analysis; Multiple objective programming

Indexed keywords

DECISION MAKERS; EVOLUTIONARY COMPUTATIONS; EVOLUTIONARY MULTIOBJECTIVE OPTIMIZATION; EVOLUTIONARY OPTIMIZATIONS; LOWER AND UPPER BOUNDS; MULTIPLE CRITERIA ANALYSIS; MULTIPLE CRITERIA DECISION MAKING; MULTIPLE OBJECTIVE PROGRAMMING; NUMERICAL EXAMPLE; PREFERENCE INFORMATION;

CALCULATIONS; DECISION MAKING; EVOLUTIONARY ALGORITHMS; USER INTERFACES;

MULTIOBJECTIVE OPTIMIZATION;

EID: 80052708134     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2011.07.013     Document Type: Article

References (31)

1. P. Di Barba Multiobjective Shape Design in Electricity and Magnetism 2010 Springer
2. S. Chaudhuria, and K. Deb An interactive evolutionary multi-objective optimization and decision making procedure Applied Soft Computing 10 2010 496 511
3. C.A. Coello Coello, D.A. Van Veldhuizen, and G.B. Lamont Evolutionary Algorithms for Solving Multi-Objective Problems 2002 Kluwer Academic Publishers New York
4. K. Deb Multi-objective Optimization Using Evolutionary Algorithms 2001 John Wiley and Sons Chichester
5. Deb, K.; Sundar, J.; 2006. Reference point based multi-objective optimization using evolutionary algorithms. In: Proceedings of the 8th Annual Congress on Genetic and Evolutionary Computation, pp. 635-642. (Pubitemid 44611383)
6. M. Ehrgott Multicriteria Optimization 2005 Springer
7. T. Hanne A multiobjective evolutionary algorithm for approximating the efficient set European Journal of Operational Research 176 2007 1723 1734 (Pubitemid 44573663)
8. A. Jaszkiewicz, and R. Słowiński. The 'Light Beam Search' approach - an overview of methodology and applications European Journal of Operational Research 113 1999 300 314
9. I. Kaliszewski Out of the mist - towards decision-maker-friendly Multiple Criteria Decision Making support European Journal of Operational Research 158 2004 293 307
10. I. Kaliszewski Soft Computing for Complex Multiple Criteria Decision Making 2006 Springer
11. I. Kaliszewski Multiple Criteria Decision Making: Selecting variants along compromise lines Techniki Komputerowe (Computer Aided Methodologies) 1 2006 49 66
12. Kaliszewski, I.; 2008. Multiple Criteria Decision Making: Properly efficient outcome assessment with lower and upper shells. Systems Research Institute Report RB/9/2008.
13. I. Kaliszewski, and J. Miroforidis Multiple Criteria Decision Making: Efficient outcome assessments with Evolutionary Optimization Communications in Computer and Information Science 35 2009 25 28
14. I. Kaliszewski, and J. Miroforidis Multiple Criteria Decision Making: From exact to heuristic optimization T. Trzaskalik, T. Wachowicz, Multiple Criteria Decision Making '09 2010 The University of Economics in Katowice 113 120
15. Kaliszewski, I.; Miroforidis, J.; Podkopaev, D.; 2011. Interactive Multiple Criteria Decision Making based on preference driven Evolutionary Multiobjective Optimization with controllable accuracy - The case of ρ-efficiency. Systems Research Institute Report RB/1/2011.
16. Kesseler, E.; van Houten, M.H.; 2007. Multidisciplinary Optimisation of a Turbine Disc in a Virtual Engine Environment. Available from: , downloaded April 17, 2010.
17. K. Klamroth, and K. Miettinen Integrating approximation and interactive decision making in multicriteria optimization Operations Research 56 2008 222 234 (Pubitemid 351463120)
18. P.J. Korhonen, and J. Laakso A visual interactive method for solving the multiple criteria problem European Journal of Operations Research 24 1986 277 287
19. Z. Michalewicz Genetic Algorithms + Data Structures = Evolution Programs 1996 Springer Verlag New York
20. Michalewicz, Z.; 2003. GENOCOP III, source code. Available from: , downloaded June 15, 2009.
21. K.M. Miettinen Nonlinear Multiobjective Optimization 1999 Kluwer Academic Publishers
22. Miroforidis, J.; 2008. Private communication.
23. Miroforidis, J.; 2010. Decision Making Aid for Operational Management of Department Stores with Multiple Criteria Optimization and Soft Computing. PhD Thesis, Systems Research Institute, Warsaw.
24. T. Okabe, Y. Jin, M. Olhofer, and B. Sendhoff On test functions for evolutionary multi-objective optimization Lecture Notes in Computer Science Proc. 8th Int. Conf. Parallel Problem Solving from Nature 2004 Springer-Verlag Berlin, Germany 792 802 (Pubitemid 39750280)
25. S. Phelps, and M. Köksalan An interactive evolutionary metaheuristic for multiobjective combinatorial optimization Management Science 49 2003 1726 1738
26. M. Sakawa, and K. Kato An interactive fuzzy satisfacing method for general multiobjective 0-1 programming problems through genetic algorithm with double strings based on a reference solution Fuzzy Sets and Systems 125 2002 289 300 (Pubitemid 33149343)
27. H. Simon The New Science of Management Decision 1977 Prentice Hall
28. E. Talbi Metaheuristics: From Design To Implementation 2009 Wiley
29. L. Thiele, K. Miettinen, P.J. Korhonen, and J. Molina A preference-based evolutionary algorithm for Multi-Objective Optimization Evolutionary Computation 17 2009 411 436
30. Vankan, Kesseler, 2006. Applying multi-objective optimisation to a multidisciplinary aircraft wing design case. Available from: , downloaded August 17, 2010.
31. A.P. Wierzbicki Reference point approaches T. Gal, Th. Stewart, Th. Hanne, Multicriteria Decision Making - Advances in MCDM: Models, Algorithms, Theory and Applications 1999 Kluwer Academic Publishers