SELF-ORGANIZED CRITICALITY IN DIFFERENTIAL EVOLUTION ALGORITHM

被引：0

作者：

Tomsu, Lukas ^{[1
]}

Zelinka, Ivan ^{[1
]}

机构：

[1] Tomas Bata Univ, Dept Appl Informat, Zlin 76005, Czech Republic

来源：

MENDEL 2008 | 2008年

关键词：

Evolution strategy; differential evolution; self-organized criticality; power law;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, we investigate self-organizing critical (SOC) properties of a successful evolution strategy Differential Evolution (DE) Algorithm. Numerical simulations of different DE strategies are studied on a set of problems. We search for typical signs, which point to a SOC behavior. Our main target is to find a power law-polynomial, scale invariant relationship. The power law is a basic characteristic of SOC systems, which can serve as a strong indicator of SOC.

引用

页码：6 / 11

页数：6

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