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Applications of Swarm Intelligence, PDF eBook

Applications of Swarm Intelligence PDF

Edited by Louis P Walters

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Swarm Intelligence (SI) describes the evolving collective intelligence of population/groups of autonomous agents with a low level of intelligence.

The population of agents interacts with each other or their environment locally using decentralized and self-organizational aspects in their decision making.

SI and related sub-methods that follow its principles are used for problem solving in a variety of areas, such as robotics and forecasting.

This book discusses swarm intelligence techniques and fuzzy logic as useful tools for solving practical engineering problems and the utilization of a swarm intelligence algorithm to obtain the optimum neural network structure.

Also explored is the application of Particle Swarm Optimization (PSO) methods to inverse heat radiation problems and PSO as a technique in computational electromagnetism problems.

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