NDLI: Performance Comparison of Evolutionary Algorithms in the Task of Optimization of Chaos Control

Content Provider	IEEE Xplore Digital Library
Author	Zelinka, I. Senkerik, R. Oplatkova, Z.
Copyright Year	2008
Description	Author affiliation: Tomas Bata Univ. in Zlin, Zlin (Zelinka, I.; Senkerik, R.; Oplatkova, Z.)
Abstract	This work deals with optimization of the control of chaos by means of the evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of optimization of chaos control leading to satisfactory results and mainly to compare their performance in this task. As a model of deterministic chaotic system, the one dimensional logistic equation was used. The evolutionary algorithms, SOMA (self-organizing migrating algorithm) and DE (differential evolution) were used in several versions. for each version, simulations were repeated 50 times to show and check robustness of the used method and constructed cost function. Within this work the results of optimized chaos control for both evolutionary algorithms are compared in statistical overview.
Starting Page	514
Ending Page	518
File Size	312427
Page Count	5
File Format	PDF
ISBN	9780769532998
ISSN	15294188
DOI	10.1109/DEXA.2008.81
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-09-01
Publisher Place	Italy
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Chaos Orbits Optimization Evolutionary computation Mathematical model Equations Cost function
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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Performance Comparison of Evolutionary Algorithms in the Task of Optimization of Chaos Control