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Multi-Objective Optimization using Artificial Intelligence Techniques

By Seyedali Mirjalili

Multi-Objective Optimization using Artificial Intelligence Techniques

By Seyedali Mirjalili

0 - Default Title
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.
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
72
Release Date:
2019-08-07
Publication Date:
2019-08-07
Publisher:
Springer
Languages:
Original: English
ISBN10:
3030248348
ISBN13:
9783030248345
GPSR Manufacturer Reference:
[email protected]
Weight:
125 g
Height:
155 cm
Width:
235 cm
Thickness:
5 cm
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