Click Here to Download: https://ouo.io/k5N5HDo Probability Collectives A Distributed Multi-agent System Approach for Optimization By: Anand Jayant Kulkarni; Kang Tai; Ajith Abraham Publisher: Springer Print ISBN: 9783319159997, 3319159992 eText ISBN: 9783319160009, 3319160001 Copyright year: 2015 Format: EPUB Available from $ 99.00 USD SKU 9783319160009 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.