Wow! eBook
Multi-Objective Optimization using Artificial Intelligence Techniques 1st ed. 2020 Edition
Author(s): Seyedali Mirjalili (Author), Jin Song Dong (Author)
- Publisher: Springer
- Publication Date: 7 Aug. 2019
- Edition: 1st ed. 2020
- Language: English
- Print length: 69 pages
- ISBN-10: 3030248348
- ISBN-13: 9783030248345
Book Description
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.
