Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
468138 | Computers & Mathematics with Applications | 2013 | 13 Pages |
Abstract
In this paper, the utilization of chaos pseudorandom number generators based on three different chaotic maps to alter the behavior and overall performance of PSO algorithm is proposed. This paper presents results of testing the performance and behavior of the proposed algorithm on typical benchmark functions that represent unimodal and multimodal problems. The promising results are analyzed and discussed.
Related Topics
Physical Sciences and Engineering
Computer Science
Computer Science (General)
Authors
Michal Pluhacek, Roman Senkerik, Donald Davendra, Zuzana Kominkova Oplatkova, Ivan Zelinka,