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Evolutionary Computation and Complex Networks
Hoofdkenmerken
Auteur: Jing Liu; Hussein A. Abbass; Kay Chen Tan
Titel: Evolutionary Computation and Complex Networks
Uitgever: Springer Nature
ISBN: 9783319600000
ISBN boekversie: 9783319599984
Prijs: € 107,90
Verschijningsdatum: 22-09-2018
Inhoudelijke kenmerken
Categorie: Telecommunications
Taal: English
Imprint: Springer
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

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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