Continuity of Discrete-Time Fuzzy Systems

Autor:	Koji Saigusa, Yasunari Shidama, Nami Shimada, Toshimichi Homma, Takashi Mitsuishi, Takanori Terashima, Kiyoshi Sawada
Rok vydání:	2014
Předmět:	Nonlinear system Mathematical optimization Compact space Discrete time and continuous time Continuous function Computer science Fuzzy control system Calculus of variations Optimal control Fuzzy logic
Zdroj:	Neural Information Processing ISBN: 9783319126395 ICONIP (2)
Popis:	The purpose of this study is to prove the existence of IF-THEN fuzzy rules which minimize the performance functional of the nonlinear discrete-time feedback control. In our previous study, the problem of fuzzy optimal control was considered as the problem of finding the minimum (maximum) value of the performance function with fuzzy approximate reasoning. This study analyzes a discrete-time system to make numerical simulation of a real model more simple and fast. A continuity of fuzzy approximate reasoning on the compact set of membership functions selected from continuous function space guarantees an optimal control.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::4a572984c67d290db91cb54bf05d16c7 https://doi.org/10.1007/978-3-319-12640-1_56 Zobrazit plný text záznamu