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Published in:
2013 | OriginalPaper | Chapter
Evolutionary Dynamics as The Structure of Complex Networks
Authors : Ivan Zelinka, Donald David Davendra, Mohammed Chadli, Roman Senkerik, Tran Trong Dao, Lenka Skanderova
Published in: Handbook of Optimization
Publisher: Springer Berlin Heidelberg
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This chapter presents a novel method for visualizing the dynamics of evolutionary algorithms in the form of complex networks. The analogy between individuals in populations in an arbitrary evolutionary algorithm and vertices of a complex network is discussed, as well as between edges in a complex network and communication between individuals in a population. The possibility of visualizing the dynamics of a complex network using the coupled map lattices method and control by means of chaos control techniques are also discussed.