Chaos based Optimization: Implementations and Possibilitie

被引:1
作者
Senkerik, Roman [1 ]
Pluhacek, Michal [1 ]
Viktorin, Adam [1 ]
机构
[1] Tomas Bata Univ Zlin, Fac Appl Informat, Nam TG Masaryka 5555, Zlin 76001, Czech Republic
来源
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2016 (ICNAAM-2016) | 2017年 / 1863卷
关键词
PERFORMANCE; ALGORITHM;
D O I
10.1063/1.4992258
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper investigates the utilization of the complex chaotic dynamics given by the several selected time-continuous as well as discrete chaotic systems, as the chaotic pseudo random number generators and driving maps for the chaotic optimization. Chaos based optimization concept is utilizing direct output iterations of chaotic systems transferred into the required numerical range or it uses the chaotic dynamics for mapping the search space mostly within the local search techniques. This paper shows two groups of complex chaotic dynamics given by either discrete systems or time continuous chaotic flows and oscillators. Simulations of examples of chaotic dynamics, implementation issues and possibilities are briefly discussed in this paper.
引用
收藏
页数:4
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