Linguistic Adaptive Critics for tuning fuzzy controllers

Linguistic Adaptive Critics for tuning fuzzy controllers

In this paper we demonstrate the use of Linguistic Adaptive Critics (LACs) for the design of fuzzy control systems. This technique is related to Adaptive Critic based Approximate Dynamic Programming as developed and applied in the neurocontrol context. We have previously shown how such techniques ca...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Shannon, T.T.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Adaptive control
Applied sciences
Artificial intelligence
Communication system control
Computational intelligence
Computer science
control theory
systems
Control systems
Dynamic programming
Exact sciences and technology
Fuzzy control
Laboratories
Los Angeles Council
Programmable control
Temperature control
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:In this paper we demonstrate the use of Linguistic Adaptive Critics (LACs) for the design of fuzzy control systems. This technique is related to Adaptive Critic based Approximate Dynamic Programming as developed and applied in the neurocontrol context. We have previously shown how such techniques can be conveniently generalized to fuzzy controllers or neuro-fuzzy hybrids. We demonstrate LACs by designing a temperature controller for a simple water bath system.
DOI:10.1109/NAFIPS.2004.1336292