Multi-Objective Optimization Using Artificial Intelligence Techniques

Multi-Objective Optimization Using Artificial Intelligence Techniques
Author :
Publisher :
Total Pages : 58
Release :
ISBN-10 : 3030248364
ISBN-13 : 9783030248369
Rating : 4/5 (369 Downloads)

Book Synopsis Multi-Objective Optimization Using Artificial Intelligence Techniques by : Seyedali Mirjalili

Download or read book Multi-Objective Optimization Using Artificial Intelligence Techniques written by Seyedali Mirjalili and published by . This book was released on 2020 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the most well-regarded and recent nature-inspired algorithms capable of solving optimization problems with multiple objectives. Firstly, it provides preliminaries and essential definitions in multi-objective problems and different paradigms to solve them. It then presents an in-depth explanations of the theory, literature review, and applications of several widely-used algorithms, such as Multi-objective Particle Swarm Optimizer, Multi-Objective Genetic Algorithm and Multi-objective GreyWolf Optimizer Due to the simplicity of the techniques and flexibility, readers from any field of study can employ them for solving multi-objective optimization problem. The book provides the source codes for all the proposed algorithms on a dedicated webpage.


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