Probability Collectives: A Distributed Multi-agent System Approach for Optimization (Intelligent Systems Reference Library, 86)

Kulkarni, Anand Jayant; Tai, Kang; Abraham, Ajith

ISBN 10: 3319159992 ISBN 13: 9783319159997

Published by Springer, 2015

Language: English

Condition: New Hardcover

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Bibliographic Details

Title

Probability Collectives: A Distributed Multi-agent System Approach for Optimization (Intelligent Systems Reference Library, 86)

Publisher

Springer

Publication Date

2015

Language

English

ISBN 10

3319159992

ISBN 13

9783319159997

Binding

Hardcover

Condition

New

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Synopsis

This book provides an emerging computational intelligence tool in the framework of collective intelligence for modeling and controlling distributed multi-agent systems referred to as Probability Collectives. In the modified Probability Collectives methodology a number of constraint handling techniques are incorporated, which also reduces the computational complexity and improved the convergence and efficiency. Numerous examples and real world problems are used for illustration, which may also allow the reader to gain further insight into the associated concepts.

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