Object structure

Title:

The problem of controlling system with optimal fuzzy trajectory using evolutionary algorithm

Subtitle:

Raport Badawczy = Research Report ; RB/44/2002

Creator:

Stańczak, Jarosław. Autor

Publisher:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Place of publishing:

Warszawa

Date issued/created:

2002

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:

Report

Source:

RB-2002-44

Language:

eng

Language of abstract:

eng

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

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

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