ENGLISH

Agent-Based Evolutionary Search

By Ruhul Amin Sarker , Ruhul A. Sarker , Tapabrata Ray (auth.) , Tapabrata Ray (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2010
ISBN
3642134246, 9783642134241
DOI
10.1007/978-3-642-13425-8
Language
english
Format
PDF
Filesize
6 MB (6174806 bytes)
Series
Adaptation, Learning, and Optimization 5
Edition
1
Pages
291\293
Time added
2011-06-04 13:46:07
Appl.Mathematics/Computational Methods of Engineer

Description

The performance of Evolutionary Algorithms can be enhanced by integrating the concept of agents. Agents and Multi-agents can bring many interesting features which are beyond the scope of traditional evolutionary process and learning. This book presents the state-of-the art in the theory and practice of Agent Based Evolutionary Search and aims to increase the awareness on this effective technology. This includes novel frameworks, a convergence and complexity analysis, as well as real-world applications of Agent Based Evolutionary Search, a design of multi-agent architectures and a design of agent communication and learning Strategy.

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