Многокритериальная оптимизация: системный подход / Воронин А. Н., Савченко А. С. (2020)
Ukrainian

English  Cybernetics and Systems Analysis   /     Issue (2020, 56 (6))

Voronin A.N., Savchenko A.S.
A systematic approach to multiobjective optimization

A systematic approach to solving multiobjective optimization problems is proposed. It allows combining the models of individual schemes of compromises into an integrated structure that adapts to the situation of making multicriteria decisions. An advantage of the concept of nonlinear scheme of compromises is the possibility of making a multicriteria decision formally, without a direct human participation. The apparatus of the nonlinear scheme of compromises, developed as a formalized tool for the analysis of control systems with conflicting criteria, makes it possible to solve practically multicriteria problems of a broad class. © 2020, Springer Science+Business Media, LLC, part of Springer Nature.

Keywords: multicriteria, nonlinear scheme of compromises, optimization, scalar convolution, system, utility function, Control system analysis, Man machine systems, Integrated structure, Multi-objective optimization problem, Multicriteria decision, Multicriteria problems, Multiobjective optimization


Cite:
Voronin A.N., Savchenko A.S. (2020). A systematic approach to multiobjective optimization. Cybernetics and Systems Analysis, 56 (6), 160–174. doi: https://doi.org/10.1007/s10559-020-00320-y http://jnas.nbuv.gov.ua/article/UJRN-0001169472 [In Russian].


 

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