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A Software System to Solve the Multi-Criteria Optimization Problem with Stochastic Constraints.

Authors :
Bohdanova, L. M.
Vasilyeva, L. V.
Guzenko, D. E.
Kolodyazhny, V. M.
Source :
Cybernetics & Systems Analysis. Nov2018, Vol. 54 Issue 6, p1013-1018. 6p.
Publication Year :
2018

Abstract

The paper presents a genetic algorithm for multicriteria optimization of parameters of a technological process, which finds a solution not from a certain point but from a specified population. The objective functions are used without their derivatives and probabilistic choice rules are applied. The multicriteria optimization is based on finding a solution that simultaneously optimizes the machining parameters defined by functions of productivity, tool consumption, tool cost, etc. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10600396
Volume :
54
Issue :
6
Database :
Academic Search Index
Journal :
Cybernetics & Systems Analysis
Publication Type :
Academic Journal
Accession number :
134038362
Full Text :
https://doi.org/10.1007/s10559-018-0104-2