Evolutionary Computation and Complex Networks

Nonfiction, Science & Nature, Technology, Telecommunications, Computers, Programming
Cover of the book Evolutionary Computation and Complex Networks by Jing Liu, Hussein A. Abbass, Kay Chen Tan, Springer International Publishing
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Author: Jing Liu, Hussein A. Abbass, Kay Chen Tan ISBN: 9783319600000
Publisher: Springer International Publishing Publication: September 22, 2018
Imprint: Springer Language: English
Author: Jing Liu, Hussein A. Abbass, Kay Chen Tan
ISBN: 9783319600000
Publisher: Springer International Publishing
Publication: September 22, 2018
Imprint: Springer
Language: English

This book introduces the linkage between evolutionary computation and complex networks and the advantages of cross-fertilising ideas from both fields. Instead of introducing each field individually, the authors focus on the research that sits at the interface of both fields. The book is structured to address two questions: (1) how complex networks are used to analyze and improve the performance of evolutionary computation methods? (2) how evolutionary computation methods are used to solve problems in complex networks? The authors interweave complex networks and evolutionary computing, using evolutionary computation to discover community structure, while also using network analysis techniques to analyze the performance of evolutionary algorithms. The book is suitable for both beginners and senior researchers in the fields of evolutionary computation and complex networks.

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This book introduces the linkage between evolutionary computation and complex networks and the advantages of cross-fertilising ideas from both fields. Instead of introducing each field individually, the authors focus on the research that sits at the interface of both fields. The book is structured to address two questions: (1) how complex networks are used to analyze and improve the performance of evolutionary computation methods? (2) how evolutionary computation methods are used to solve problems in complex networks? The authors interweave complex networks and evolutionary computing, using evolutionary computation to discover community structure, while also using network analysis techniques to analyze the performance of evolutionary algorithms. The book is suitable for both beginners and senior researchers in the fields of evolutionary computation and complex networks.

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