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Probability Collectives: A Distributed Multi-Agent System Approach for Optimization
Hardcover
Series: Intelligent Systems Reference Library, Book 86
Technology & EngineeringGeneral ComputersPhysics
ISBN13: 9783319159997
Publisher: Springer Nature
Published: Mar 23 2015
Pages: 157
Weight: 0.91
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English
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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