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Probability Collectives: A Distributed Multi-Agent System Approach for Optimization

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Probability Collectives: A Distributed Multi-Agent System Approach for Optimization - Kulkarni, Anand Jayant, and Tai, Kang, and Abraham, Ajith
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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 ...

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Probability Collectives: A Distributed Multi-Agent System Approach for Optimization 2016, Springer, Cham

ISBN-13: 9783319365213

Trade paperback

Probability Collectives: A Distributed Multi-agent System Approach for Optimization 2015, Springer International Publishing AG, Cham

ISBN-13: 9783319159997

Hardcover