Swarm Intelligence: Foundation, Principles, and Engineering Applications

Swarm intelligence is a rapidly growing area of artificial intelligence and soft computing that uses optimization algorithms to solve NP-hard problems. This book provides a comprehensive review of new techniques and practical implementation of PSO with MATLAB code, discussing statistical analysis and algorithms in social sectors, oil and gas industries, and machine learning. It is written for students, research scientists, and academicians in the engineering sciences.

Format: Hardback
Length: 126 pages
Publication date: 02 February 2022
Publisher: Taylor & Francis Ltd

Swarm intelligence, a rapidly advancing domain within artificial intelligence and soft computing, has garnered significant attention due to its remarkable potential in solving complex problems that traditional methods find challenging. This interdisciplinary field encompasses a wide array of optimization algorithms designed to tackle NP-hard challenges, where conventional approaches fall short. It serves as a catalyst for researchers in engineering sciences to draw inspiration from the natural world and integrate these theories into their work.

Swarm Intelligence: Foundation, Principles, and Engineering Applications offers a comprehensive exploration of emerging swarm intelligence techniques and provides practical guidance on implementing Particle Swarm Optimization (PSO) using MATLAB code. The book delves into the statistical analysis of swarm optimization methods, enabling researchers to evaluate the design of their experiments. Additionally, it encompasses algorithms tailored for social sectors, oil and gas industries, and recent advancements in optimization algorithms within engineering, showcasing their implementation in machine learning.

This book is meticulously crafted to cater to students of engineering, research scientists, and academicians actively engaged in the fields of engineering sciences. It serves as a valuable resource for those seeking to deepen their understanding of swarm intelligence, explore its practical applications, and contribute to the ongoing development of this dynamic field.

Weight: 356g
Dimension: 160 x 241 x 17 (mm)
ISBN-13: 9780367546618