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Evolutionary Computation and Complex Networks

von Hussein A. Abbass, Jing Liu und Kay Chen Tan
Softcover - 9783030096496
106,99 €
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Hardcover - 9783319599984
106,99 €

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Weitere Formate

Hardcover - 9783319599984
106,99 €

Beschreibung

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.

Details

Verlag Springer International Publishing
Ersterscheinung 11. Februar 2019
Maße 23.5 cm x 15.5 cm
Gewicht 265 Gramm
Format Softcover
ISBN-13 9783030096496
Auflage Softcover reprint of the original 1st ed. 2019
Seiten 148