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Comparison on evolutionary strategies and genetic algorithms for optimization of a fuzzy controller

: Presberger, T.; Koch, M.

Zimmermann, H.-J.:
EUFIT '95. Proceedings. Vol. 3
Aachen: Mainz Verlag, 1995
ISBN: 3-930911-67-1
European Congress on Intelligent Techniques and Soft Computing (EUFIT) <3, 1995, Aachen>
Fraunhofer IMS, Außenstelle Dresden ( IPMS) ()
Evolutionsstrategien; Fuzzy-Logik; Fuzzy-Logik-Anwendungen; Genetischer Algorithmus; Optimierung

Two genetic algorithms and two evolutionary strategies are examined with respect to an actual problem of microsystems engineering. Several optimizing runs supply distribution patterns of the achieved final fitness. Beside the resulting final fitness the probability of reaching this fitness in a single optimizing run can be estimated. Conclusions about the use of several operators in these algorithms are presented.