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Swarm Intelligence

Foundation, Principles, and Engineering Applications

Abhishek Sharma author Abhinav Sharma author Mangey Ram author Jitendra Kumar Pandey author

Format:Paperback

Publisher:Taylor & Francis Ltd

Published:4th Oct '24

£47.99

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Swarm Intelligence cover

Swarm intelligence is one of the fastest growing subfields of artificial intelligence and soft computing. This field includes multiple optimization algorithms to solve NP-hard problems for which conventional methods are not effective. It inspires researchers in engineering sciences to learn theories from nature and incorporate them.

Swarm Intelligence: Foundation, Principles, and Engineering Applicationsprovides a comprehensive review of new swarm intelligence techniques and offers practical implementation of Particle Swarm Optimization (PSO) with MATLAB code. The book discusses the statistical analysis of swarm optimization techniques so that researchers can analyse their experiment design. It also includes algorithms in social sectors, oil and gas industries, and recent research findings of new optimization algorithms in the field of engineering describing the implementation in machine learning.

This book is written for students of engineering, research scientists, and academicians involved in the engineering sciences.

ISBN: 9780367546625

Dimensions: unknown

Weight: 258g

126 pages