Multi-Objective Optimization using Artificial Intelligence Techniques
Synopsis
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.
- कॉपीराईट:
- 2020 Springer
Book Details
- Book Quality:
- ISBN-13:
- 9783030248352
- Publisher:
- Springer International Publishing
- Date of Addition:
- 2019-07-25T19:27:38Z
- भाषा:
- English
- श्रेणी:
- Usage Restrictions:
- This is a copyrighted book.