Differential Evolution Dynamic Analysis in the Form of Complex Networks-Reference-Cited by-同舟云学术

Differential Evolution Dynamic Analysis in the Form of Complex Networks

Published:2016 Issue: Volume: Page:285-318
ISSN:2327-3305
Container-title:Advanced Methods for Complex Network Analysis
language:
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Author:

Skanderova Lenka¹,Zelinka Ivan¹

Affiliation:

1. VSB Technical University of Ostrava, Czech Republic

Abstract

In this work, we investigate the dynamics of Differential Evolution (DE) using complex networks. In this pursuit, we would like to clarify the term complex network and analyze its properties briefly. This chapter presents a novel method for analysis of the dynamics of evolutionary algorithms in the form of complex networks. We discuss the analogy between individuals in populations in an arbitrary evolutionary algorithm and vertices of a complex network as well as between edges in a complex network and communication between individuals in a population. We also discuss the dynamics of the analysis.

Publisher

IGI Global

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