Anand Jayant Kulkarni / Ajith Abraham / Kang Tai
Probability Collectives
A Distributed Multi-agent System Approach for Optimization
- Springer International Publishing
- 2015
- Gebunden
- 168 Seiten
- ISBN 9783319159997
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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