Artículos relacionados a Evolutionary Computation and Complex Networks

Evolutionary Computation and Complex Networks - Tapa dura

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

 
9783319599984: Evolutionary Computation and Complex Networks
Tapa dura
ISBN 10: 3319599984 ISBN 13: 9783319599984
Editorial: Springer, 2018

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2018
Idioma
Inglés
ISBN 10 
3319599984
ISBN 13 
9783319599984
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
170
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Tiergartenstr. 17
Heidelberg
69121
Alemania