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2014 | OriginalPaper | Chapter

Investigation on the Dynamics of PSO Algorithm Enhanced with Chaotic Lozi Map

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

Published in: ISCS 2013: Interdisciplinary Symposium on Complex Systems

Publisher: Springer Berlin Heidelberg

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Abstract

In this chapter, previously proposed utilization of discrete Lozi map based chaos pseudo-random number generator to enhance the performance of PSO algorithm is investigated with the detailed focus on the chaotic system dynamics. The elaborated tuning of chaotic system accessible parameters based experiment is presented here together with the investigation on the impact to the performance of PSO algorithm.

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Metadata
Title
Investigation on the Dynamics of PSO Algorithm Enhanced with Chaotic Lozi Map
Authors
Michal Pluhacek
Roman Senkerik
Ivan Zelinka
Donald Davendra
Copyright Year
2014
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-45438-7_35

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