Розв’язок задач багатокритеріальної оптимізації з використанням генетичних алгоритмів

This paper describes the existing approaches and methods of application of genetic algorithms for multiobjective optimization. The mathematical model and algorithms for solving multiobjective optimization problems in management have been proposed. Experimental results of application of the hybrid ge...

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Bibliographic Details
Date:2019
Main Author: Setlak, G.
Format: Article
Language:Russian
Published: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2019
Online Access:http://journal.iasa.kpi.ua/article/view/176201
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Journal Title:System research and information technologies

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System research and information technologies
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Summary:This paper describes the existing approaches and methods of application of genetic algorithms for multiobjective optimization. The mathematical model and algorithms for solving multiobjective optimization problems in management have been proposed. Experimental results of application of the hybrid genetic algorithms for solving combinatorial optimization problems have been presented.