Swarm Intelligence：Foundation, Principles, and Engineering Applications
商品資訊
系列名：Mathematical Engineering, Manufacturing, and Manag
ISBN13：9780367546625
出版社：PBKTYFRL
作者：Abhishek (UPES Sharma Energy acres Bidholi); Abhinav (UPES; Dehradun Sharma India); Jitendra Kumar Pandey; Mangey (Graphic Era Uni Ram India)
出版日：2024/10/04
裝訂／頁數：平裝／126頁
規格：15.6cm*23.4cm (高/寬)
商品簡介
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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