Applications of Swarm Intelligence
Book Details
Format
Hardback or Cased Book
ISBN-10
1617286028
ISBN-13
9781617286025
Publisher
Nova Science Publishers Inc
Imprint
Nova Science Publishers Inc
Country of Manufacture
US
Country of Publication
GB
Publication Date
Feb 16th, 2011
Print length
232 Pages
Weight
646 grams
Dimensions
26.40 x 18.40 x 1.90 cms
Product Classification:
Engineering: generalArtificial intelligence
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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 decentralised and self-organisational 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 utilisation 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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