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Constructing a Simple Chaotic System with an Arbitrary Number of Equilibrium Points or an Arbitrary Number of Scrolls Read chapter Read first chapter

2013 | OriginalPaper | Chapter

New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps – An Initial Study

Authors : Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

Published in: Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems

Publisher: Springer International Publishing

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In this initial study a novel adaptive approach for chaos driven PSO algorithm is proposed. Two different chaotic maps are used as pseudorandom number generators and switched over during the run of chaos driven PSO algorithm. The new adaptive approach brings promising results that are presented and briefly analyzed.

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previous chapter Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study
next chapter On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems
Metadata
Title
New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps – An Initial Study
Authors
Michal Pluhacek
Roman Senkerik
Ivan Zelinka
Donald Davendra
Copyright Year
2013
Publisher
Springer International Publishing
Book
Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems

Print ISBN: 978-3-319-00541-6

Electronic ISBN: 978-3-319-00542-3

Copyright Year: 2013

DOI
https://doi.org/10.1007/978-3-319-00542-3_9

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