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Evolutionary Computation and Complex Networks

Af: Kay Chen Tan, Hussein A. Abbass, Jing Liu Engelsk Paperback

Evolutionary Computation and Complex Networks

Af: Kay Chen Tan, Hussein A. Abbass, Jing Liu Engelsk Paperback
Tjek vores konkurrenters priser
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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Tjek vores konkurrenters priser
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.
Produktdetaljer
Sprog: Engelsk
Sider: 148
ISBN-13: 9783030096496
Indbinding: Paperback
Udgave:
ISBN-10: 3030096491
Udg. Dato: 11 feb 2019
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 11 feb 2019
Forfatter(e) Kay Chen Tan, Hussein A. Abbass, Jing Liu


Kategori Kommunikationsteknik / telekommunikation


ISBN-13 9783030096496


Sprog Engelsk


Indbinding Paperback


Sider 148


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 11 feb 2019


Oplagsdato 11 feb 2019


Forlag Springer Nature Switzerland AG