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 101,14 €
price for Spain (gross)
  • ISBN 978-3-319-60000-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-319-59998-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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)

  • Evolutionary Computation

    Liu, Jing (et al.)

    Pages 3-22

    Preview Buy Chapter 30,19 €
  • Complex Networks

    Liu, Jing (et al.)

    Pages 23-36

    Preview Buy Chapter 30,19 €
  • Problem Difficulty Analysis Based on Complex Networks

    Liu, Jing (et al.)

    Pages 39-52

    Preview Buy Chapter 30,19 €
  • Network-Based Problem Difficulty Prediction Measures

    Liu, Jing (et al.)

    Pages 53-74

    Preview Buy Chapter 30,19 €
  • Evolutionary Community Detection Algorithms

    Liu, Jing (et al.)

    Pages 77-115

    Preview Buy Chapter 30,19 €

Buy this book

eBook 101,14 €
price for Spain (gross)
  • ISBN 978-3-319-60000-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-319-59998-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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
Edition Number
1
Number of Pages
XIX, 148
Number of Illustrations
20 b/w illustrations, 29 illustrations in colour
Topics