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

Seyedali Mirjalili, Jin Song Dong

ISBN 10: 3030248348 / ISBN 13: 9783030248345

Verlag: Springer 2019-08-07, 2019

Beschreibung

Bestandsnummer des Verkäufers 6666-IUK-9783030248345

Bibliografische Details

• Titel: Multi-Objective Optimization using Artificial Intelligence Techniques (SpringerBriefs in Applied Sciences and Technology)
• Verlag: Springer 2019-08-07
• Erscheinungsjahr: 2019
• Sprache: Englisch
• ISBN-10: 3030248348
• ISBN-13: 9783030248345
• Einband: Paperback
• Zustand: New

Über diesen Titel

Inhaltsangabe

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.