Single and Multi Chaos Enhanced Differential Evolution on the Selected PID Tuning Problem

被引：0

作者：

Senkerik, Roman ^{[1
]}

Pluhacek, Michal ^{[1
]}

Zelinka, Ivan ^{[2
]}

机构：

[1] Tomas Bata Univ Zlin, Fac Appl Informat, Nam TG Masaryka 5555, Zlin 76001, Czech Republic

[2] Tech Univ Ostrava, Fac Elect Engn & Comp Sci, 17 Listopadu 15, Ostrava 70833, Czech Republic

来源：

AETA 2015: RECENT ADVANCES IN ELECTRICAL ENGINEERING AND RELATED SCIENCES | 2016年 / 371卷

关键词：

Differential evolution; Deterministic chaos; Optimization; PID tuning; CONTROLLER; ALGORITHMS;

D O I：

10.1007/978-3-319-27247-4_48

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper presents results of the utilization of single and multi chaos enhanced differential evolution (DE) algorithm in the task of PID controller design for the selected 4th order dynamical system. The aim of the paper is to highlight the advantages and disadvantages of utilizing such complex chaos enhanced heuristics for simple real life and fast optimization process. The results of four versions of chaos driven DE are compared with canonical DE versions, which do not utilize the chaos in the place of pseudo-random number generator.

引用

页码：563 / 572

页数：10

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