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ISCS 2013: Interdisciplinary Symposium on Complex SystemsHidden Complexity of Evolutionary Dynamics: Analysis

ISCS 2013: Interdisciplinary Symposium on Complex Systems: Hidden Complexity of Evolutionary... [This chapter presents a method for visualization of the dynamics of evolutionary algorithms in the form of complex networks and is continuation of our previous research. The analogy between individuals of populations in an arbitrary evolutionary algorithm and vertices of a complex network is mentioned, as well as between edges in a complex network and communication between individuals in a population. Visualization of various attributes of network based on differential algorithm is presented here.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

ISCS 2013: Interdisciplinary Symposium on Complex SystemsHidden Complexity of Evolutionary Dynamics: Analysis

Part of the Emergence, Complexity and Computation Book Series (volume 8)
Editors: Sanayei, Ali; Zelinka, Ivan; Rössler, Otto E.
Zelinka, Ivan; Skanderova, Lenka; Saloun, Petr; Senkerik, Roman; Pluhacek, Michal
ISCS 2013: Interdisciplinary Symposium on Complex Systems — Feb 16, 2014
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Publisher
Springer Berlin Heidelberg
Copyright
© Springer-Verlag Berlin Heidelberg 2014
ISBN
978-3-642-45437-0
Pages
29 –46
DOI
10.1007/978-3-642-45438-7_4
Publisher site
See Chapter on Publisher Site

Abstract

[This chapter presents a method for visualization of the dynamics of evolutionary algorithms in the form of complex networks and is continuation of our previous research. The analogy between individuals of populations in an arbitrary evolutionary algorithm and vertices of a complex network is mentioned, as well as between edges in a complex network and communication between individuals in a population. Visualization of various attributes of network based on differential algorithm is presented here.]

Published: Feb 16, 2014

Keywords: Differential evolution; Complex network; Evolutionary dynamics

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