Multi-Objective Optimization using Artificial Intelligence Techniques (SpringerBriefs in Applied Sciences and Technology)

Mirjalili, Seyedali; Dong, Jin Song

ISBN 10: 3030248348 ISBN 13: 9783030248345

Published by Springer, 2019

Language: English

Condition: New Soft cover

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Bibliographic Details

Title

Multi-Objective Optimization using Artificial Intelligence Techniques (SpringerBriefs in Applied Sciences and Technology)

Publisher

Springer

Publication Date

2019

Language

English

ISBN 10

3030248348

ISBN 13

9783030248345

Binding

Soft cover

Condition

New

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About this title

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.

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