Swarm Intelligence (e-bog) af Ram, Mangey
Ram, Mangey (forfatter)

Swarm Intelligence e-bog

436,85 DKK (inkl. moms 546,06 DKK)
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 App...
E-bog 436,85 DKK
Forfattere Ram, Mangey (forfatter)
Forlag CRC Press
Udgivet 1 februar 2022
Længde 126 sider
Genrer AKP
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9781000529746
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.