Kommunikationsteknik / telekommunikation
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Evolutionary Computation and Complex Networks
Udgivet af Springer Nature Switzerland AG
ISBN
9783030096496
Om denne bog
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 questi…
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Bogdetaljer
Forfatter
Kay Chen Tan, Hussein A. Abbass, Jing Liu
Forlag
Springer Nature Switzerland AG
Kategori
Kommunikationsteknik / telekommunikation
ISBN-13
9783030096496
EAN
9783030096496
Format
Hæftet
Sprog
Engelsk
sider
148
Produktbeskrivelse
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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