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Advances in Applied Self-organizing Systems

Advances in Applied Self-organizing Systems by Mikhail Prokopenko
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US$ 149.00
The main challenge faced by designers of self-organizing systems is how to validate and control non-deterministic dynamics. Over-engineering the system may completely suppress self-organization with an outside influence, eliminating emergent patterns and decreasing robustness, adaptability and scalability. Whilst leaving too much non-determinism in the system's behaviour may make its verification and validation almost impossible. This book presents the state-of-the-practice in successfully engineered self-organizing systems, and examines ways to balance design and self organization in the context of applications.As demonstrated throughout, finding this balance helps to deal with diverse practical challenges. The book begins with the more established fields of traffic management and structural health monitoring, building up towards robotic teams, solving challenging tasks deployed in tough environments. The second half of the book follows with a deeper look into the micro-level, and considers local interactions between agents.
Springer; November 2007
380 pages; ISBN 9781846289828
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Title: Advances in Applied Self-organizing Systems
Author: Mikhail Prokopenko
 
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ISBNs
1846289823
9781846289811
9781846289828