ENGLISH

Advances in Evolutionary Computing: Theory and Applications

By Ashish Ghosh , Shigeyoshi Tsutsui (eds.)

Book information

Publisher
Springer
Year
2003
ISBN
978-3-642-62386-8, 978-3-642-18965-4
DOI
10.1007/978-3-642-18965-4
Language
english
Format
PDF
Filesize
40 MB (41451584 bytes)
Series
Natural Computing Series
Pages
1000\1000
Orientation
yes
Paginated
yes
Scanned
portrait
Time added
2013-08-01 04:00:00
Theory of Computation; Computer Appl. in Life Scie

Description

The term evolutionary computing (EC) refers to the study of the foundations and applications of certain heuristic techniques based on the principles of natural evolution, and thus the aim when designing evolutionary algorithms (EAs) is to mimic some of the processes taking place in natural evolution. Many researchers around the world have been developing EC methodologies for designing intelligent decision-making systems for a variety of real-world problems. This book provides a collection of 40 articles, written by leading experts in the field, containing new material on both the theoretical aspects of EC and demonstrating its usefulness in various kinds of large-scale real-world problems. Of the articles contributed, 23 articles deal with various theoretical aspects of EC and 17 demonstrate successful applications of EC methodologies.

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