Evolutionary Computation and Complex Networks - Softcover

Liu, Jing; Abbass, Hussein A.; Tan, Kay Chen

 
9783030096496: Evolutionary Computation and Complex Networks
Softcover
ISBN 10: 3030096491 ISBN 13: 9783030096496
Verlag: Springer, 2019

Inhaltsangabe

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.

  • Brings together the fields of evolutionary computation and complex networks, discussing them both qualitatively and quantitatively;
  • Provides novel and efficient computational problem solving techniques that require little computer memory;
  • Provides the pseudo-codes for the computational methods used in the book to enable readers to adopt the codes to their own problems.

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Verlag
Springer
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
3030096491
ISBN 13 
9783030096496
Einband
Tapa blanda
Anzahl der Seiten
168
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783319599984: Evolutionary Computation and Complex Networks

Vorgestellte Ausgabe

ISBN 10:  3319599984 ISBN 13:  9783319599984
Verlag: Springer, 2018
Hardcover