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Author
Kaliszewski Ignacy, Miroforidis Janusz
Title
Multiple Criteria Decision Making : from Exact to Heuristic Optimization
Source
Multiple Criteria Decision Making / University of Economics in Katowice, 2010, vol. 5, s. 113-120, bibliogr. 8 poz.
Keyword
Podejmowanie decyzji, Optymalizacja wielokryterialna, Ocena wyników, Wielokryterialne podejmowanie decyzji
Decision making, Multiple criteria optimization, Results evaluation, Multiple-criteria decision making
Note
summ.
Korespondencja z redakcją: numeracja wpisana za zgodą redakcji (wynika z ciągłości wydawniczej serii MCDM) - brak numeracji na stronie tytułowej
Abstract
We propose to derive assessments of outcomes to Multiple Criteria Decision Making problems, instead of just outcomes, and carry decision making processes with the former. In contrast to earlier works in that direction, which to calculate assessments have made use of subsets of the efficient set (shells), here we provide formulas for calculations of assessments based on the use of upper and lower approximations (upper and lower shells) of the efficient set, derived by evolutionary optimization. Hence, by replacing shells, which are to be in general derived via optimization, with pairs of upper and lower shells, the need of exact optimization methods can be eliminated from Multiple Criteria Decision Making. (original abstract)
Accessibility
The Main Library of the Cracow University of Economics
The Library of Warsaw School of Economics
The Library of University of Economics in Katowice
The Main Library of Poznań University of Economics and Business
The Main Library of the Wroclaw University of Economics
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Bibliography
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  2. Ehrgott M.: Multicriteria Optimization. Springer, 2005.
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  4. Kaliszewski I.: Soft Computing for Complex Multiple Criteria Decision Making. Springer, 2006.
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  6. Miettinen K.M.: Nonlinear Multiobjective Optimization. Kluwer, Boston 1999.
  7. Miroforidis J.: Decision Making Aid for Operational Management of Department Stores with Multiple Criteria Optimization and Soft Computing. PhD Thesis, Systems Research Institute, Warsaw, 2010.
  8. Wierzbicki A.P.: Reference Point Approaches. In: Multicriteria Decision Making - Advances. In: MCDM: Models, Algorithms, Theory and Applications. Eds. T. Gal, Th. Stewart, Th. Hanne. Kluwer 1999.
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ISSN
2084-1531
Language
eng
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