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The Problem of Controlling System with Optimal Fuzzy Trajectory Using Evolutionary Algorithm
Subtitle:Raport Badawczy = Research Report ; RB/44/2002
Creator: Publisher:Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
Place of publishing: Date issued/created: Description:30 pages ; 21 cm ; Bibliography p. 29-30
Subject and Keywords:Fuzzy control ; Adaptive evolutionary algirithm ; Multistage optimal fuzzy control ; Sterowanie rozmyte ; Adaptacyjny algorytm ewolucyjny ; Wielostopniowa optymalna kontrola rozmyta
Abstract:This paper deals with the problem of control of deterministic, stochastic and fuzzy systems with a fixed termination time and the optimal fuzzy trajectory imposed. An optimal control is obtained by an evolutionary algorithm, a goal trajectory and constarints imposed on the controls are given as membership functions to particular fuzzy sets. Transition functions for controlled systems are given as a matrix of transistions between states for a deterministic object, a matrix of probabilities of transitions for a stochastic object and a matrix of membership functions of transitions for a fuzzy system.
Relation:Raport Badawczy = Research Report
Resource type: Detailed Resource Type: Source: Language: Language of abstract: Rights:Creative Commons Attribution BY 4.0 license
Terms of use:Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -
Digitizing institution:Systems Research Institute of the Polish Academy of Sciences
Original in:Library of Systems Research Institute PAS
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