Agent-Based Evolutionary Search (2010)Paperback - 2010, 5 September 2012

Agent-Based Evolutionary Search (2010)
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Part of Series
Adaptation, Learning, and Optimization
Part of Series
Adaptation, Learning, and Optimization (Paperback)
Print Length
291 pages
Language
English
Publisher
Springer
Date Published
5 Sep 2012
ISBN-10
3642263682
ISBN-13
9783642263682

Description

Agent based evolutionary search is an emerging paradigm in computational int- ligence offering the potential to conceptualize and solve a variety of complex problems such as currency trading, production planning, disaster response m- agement, business process management etc. There has been a significant growth in the number of publications related to the development and applications of agent based systems in recent years which has prompted special issues of journals and dedicated sessions in premier conferences. The notion of an agent with its ability to sense, learn and act autonomously - lows the development of a plethora of efficient algorithms to deal with complex problems. This notion of an agent differs significantly from a restrictive definition of a solution in an evolutionary algorithm and opens up the possibility to model and capture emergent behavior of complex systems through a natural age- oriented decomposition of the problem space. While this flexibility of represen- tion offered by agent based systems is widely acknowledged, they need to be - signed for specific purposes capturing the right level of details and description. This edited volume is aimed to provide the readers with a brief background of agent based evolutionary search, recent developments and studies dealing with various levels of information abstraction and applications of agent based evo- tionary systems. There are 12 peer reviewed chapters in this book authored by d- tinguished researchers who have shared their experience and findings spanning across a wide range of applications.

Product Details

Book Edition:
2010
Book Format:
Paperback
Country of Origin:
NL
Date Published:
5 September 2012
Dimensions:
22.86 x 15.24 x 1.78 cm
ISBN-10:
3642263682
ISBN-13:
9783642263682
Language:
English
Location:
Berlin, Heidelberg
Pages:
291
Publisher:
Springer
Weight:
430.91 gm

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