Swarm Intelligence(Mathematical Engineering, Manufacturing, and Management Sciences)

群体智能:基础、原理与工程应用

人工智能

售   价:
909.00
发货周期:国外库房发货,通常付款后3-5周到货!
出  版 社
出版时间
2022年02月08日
装      帧
精装
ISBN
9780367546618
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开      本
234 x 156 mm (6.14 x 9.21
语      种
英文
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图书简介
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 Applications provides 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.
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