Evolutionary Computation and Complex Networks

Jing Liu author Kay Chen Tan author Hussein A Abbass author

Format:Paperback

Publisher:Springer Nature Switzerland AG

Published:11th Feb '19

Currently unavailable, and unfortunately no date known when it will be back

Evolutionary Computation and Complex Networks cover

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.

ISBN: 9783030096496

Dimensions: unknown

Weight: unknown

148 pages

Softcover reprint of the original 1st ed. 2019