Probability collectives [electronic resource] : a distributed multi-agent system approach for optimization / Anand Jayant Kulkarni, Kang Tai, Ajith Abraham.

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Probability collectives [electronic resource] : a distributed multi-agent system approach for optimization / Anand Jayant Kulkarni, Kang Tai, Ajith Abraham.

9783319160009 electronic book
3319160001 electronic book
9783319159997

Cham : Springer, [2015]

English

1 online resource : illustrations (some color).

10.1007/978-3-319-16000-9 doi

QA76.76.I58

006.3

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.

Includes bibliographical references.

Access limited to authorized users.

Online resource; title from PDF title page (viewed March 4, 2015).

Intelligent systems reference library ; v. 86.

Print version: 9783319159997

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