Application of the variation operator in a genetic algorithm for the synthesis of fuzzy controllers

Abstract. Objective. This article studies the problem of increasing the efficiency of fuzzy controller synthesis in a control system using a genetic algorithm. The best parameters of the fuzzy controller are selected using the crossing-over and mutation operators in the genetic algorithm. The operat...

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Hovedforfatter: I. V. Kulikova
Format: Artigo
Sprog:Russo
Udgivet: Daghestan State Technical University 2021-01-01
Serier:Vestnik Dagestanskogo Gosudarstvennogo Tehničeskogo Universiteta: Tehničeskie Nauki
Fag:
fuzzy controller
variation operator
genetic algorithm
membership functions
rule base
Online adgang:https://vestnik.dgtu.ru/jour/article/view/880
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