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Probability Collectives

A Distributed Multi-agent System Approach for Optimization

Probability Collectives by Anand Jayant Kulkarni
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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.

Springer International Publishing; February 2015
162 pages; ISBN 9783319160009
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Title: Probability Collectives
Author: Anand Jayant Kulkarni; Kang Tai; Ajith Abraham
 
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ISBNs
3319160001
9783319159997
9783319160009