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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

On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems

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 paper, it is proposed the utilization of discrete Dissipative standard map based chaos pseudorandom number generator to enhance the performance of PSO algorithm with linear decreasing inertia weight in the task of high dimensional optimization. The performance is tested on a set of four typical test functions and the results are briefly analyzed and compared against the standard PSO version with inertia weight.

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previous chapter New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps – An Initial Study
next chapter Utilization of Analytic Programming for Evolutionary Synthesis of the Robust Controller for Set of Chaotic Systems
Metadata
Title
On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems
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_10

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