Libro Evolutionary Computation and Complex Networks De Liu, Jing ; Abbass, Hussein a. ; Tan, Kay Chen

portada Evolutionary Computation and Complex Networks

Formato

Libro Físico

Autor

Editorial

Idioma

Inglés

N° páginas

148

Encuadernación

Tapa Blanda

Dimensiones

23.4 x 15.6 x 0.9 cm

Peso

0.24 kg.

ISBN13

9783030096496

Categorías

Ingeniería de las comunicaciones y las telecomunicaciones
Algoritmos y estructuras de datos
Teoría matemática de la computación
Machine learning: aprendizaje automático

Evolutionary Computation and Complex Networks

Jing Liu (Autor) · Hussein A. Abbass (Autor) · Kay Chen Tan (Autor) · Springer · Tapa Blanda

Sin Stock

Reseña del libro "Evolutionary Computation and Complex Networks"

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.