Swarm Intelligence : Foundation, Principles, and Engineering Applications Hardback
by Abhishek (UPES, Energy acres Bidholi) Sharma, Abhinav (UPES,Dehradun, India) Sharma, Jitendra Kumar Pandey, Mangey (Graphic Era Uni, India) Ram
Part of the Mathematical Engineering, Manufacturing, and Management Sciences series
Hardback
Description
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.
Information
-
Only a few left - usually despatched within 24 hours
- Format:Hardback
- Pages:126 pages, 12 Tables, black and white; 30 Line drawings, black and white; 9 Halftones, black and whi
- Publisher:Taylor & Francis Ltd
- Publication Date:02/02/2022
- Category:
- ISBN:9780367546618
Information
-
Only a few left - usually despatched within 24 hours
- Format:Hardback
- Pages:126 pages, 12 Tables, black and white; 30 Line drawings, black and white; 9 Halftones, black and whi
- Publisher:Taylor & Francis Ltd
- Publication Date:02/02/2022
- Category:
- ISBN:9780367546618
