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.
| ISBN: | 9783030248345 |
| Publication date: | 7th August 2019 |
| Author: | Seyedali Mirjalili, Jin Song Dong |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Paperback |
| Pagination: | 58 pages |
| Series: | SpringerBriefs in Applied Sciences and Technology |
| Genres: |
Artificial intelligence Machine learning Management decision making Operational research |
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.
Multi-Objective Optimization Using Artificial Intelligence Techniques. SpringerBriefs in Computational Intelligence features in the following genres: Artificial intelligence, Machine learning, Management decision making, Operational research
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Multi-Objective Optimization Using Artificial Intelligence Techniques. SpringerBriefs in Computational Intelligence was written by Seyedali Mirjalili, Jin Song Dong and published by Springer an imprint of Springer International Publishing
Multi-Objective Optimization Using Artificial Intelligence Techniques. SpringerBriefs in Computational Intelligence has 58 pages
Yes it is part of SpringerBriefs in Applied Sciences and Technology series