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

Kulkarni, Anand Jayant

ISBN 10: 3319365215 / ISBN 13: 9783319365213

Editore: Springer 2016-10, 2016

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Dati bibliografici

• Titolo: Probability Collectives : A Distributed Multi-agent System Approach for Optimization
• Editore: Springer 2016-10
• Data di pubblicazione: 2016
• Lingua: Inglese
• ISBN 10: 3319365215
• ISBN 13: 9783319365213
• Rilegatura: PF
• Condizione: New

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Riassunto

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.