DocumentCode
1467624
Title
An interactive projection method for multicriteria optimization problems
Author
Ferreira, P.A.V. ; Geromel, J.C.
Author_Institution
Univ. Estadual de Campinas, Campinas-Sao Paolo, Brazil
Volume
20
Issue
3
fYear
1990
Firstpage
596
Lastpage
605
Abstract
Multicriteria optimization problems are addressed in the context of relaxation-projection techniques. Theoretical and practical aspects of a methodology for solving (interactively) decision problems with multiple objective functions are discussed. Relaxation and projection are shown to constitute a suitable basis through which a decision maker can develop his or her apprenticeship about the behavior of the problem under consideration. As an application, a deterministic biobjective model of the stochastic short-term scheduling of thermoelectric plants is introduced and the corresponding biobjective optimization problem is solved with the relaxation-projection approach
Keywords
iterative methods; operations research; optimisation; relaxation theory; decision problems; deterministic biobjective model; interactive projection method; multicriteria optimization; objective functions; relaxation-projection approach; scheduling; thermoelectric plants; Computational modeling; Cybernetics; Delta modulation; Mathematical model; Mathematical programming; Optimization methods; Packaging; Resource management; Stochastic processes; Thermoelectricity;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9472
Type
jour
DOI
10.1109/21.57272
Filename
57272
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