Evolutionary Computation and Complex Networks

Authors: Liu, Jing, Abbass, Hussein A., Tan, Kay Chen

Free Preview
  • 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
see more benefits

Buy this book

eBook 96,29 €
price for Spain (gross)
  • ISBN 978-3-319-60000-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Hardcover 124,79 €
price for Spain (gross)
Softcover 124,79 €
price for Spain (gross)
About this book

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.

Table of contents (7 chapters)

Table of contents (7 chapters)

Buy this book

eBook 96,29 €
price for Spain (gross)
  • ISBN 978-3-319-60000-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Hardcover 124,79 €
price for Spain (gross)
Softcover 124,79 €
price for Spain (gross)
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Evolutionary Computation and Complex Networks
Authors
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-319-60000-0
DOI
10.1007/978-3-319-60000-0
Hardcover ISBN
978-3-319-59998-4
Softcover ISBN
978-3-030-09649-6
Edition Number
1
Number of Pages
XIX, 148
Number of Illustrations
20 b/w illustrations, 29 illustrations in colour
Topics