Multi-Objective Optimization using Artificial Intelligence Techniques

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Kartonierter Einband

Beschreibung

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.

Offers a concise guide to the most important multi-objective optimization techniques

Discusses in detail several experimental results

The source codes for all the proposed algorithms are provided on a dedicated webpage

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Produktinformationen

Titel
Multi-Objective Optimization using Artificial Intelligence Techniques
Autor
EAN
9783030248345
ISBN
3030248348
Format
Kartonierter Einband
Herausgeber
Springer International Publishing
Genre
Allgemeines & Lexika
Anzahl Seiten
72
Gewicht
125g
Größe
H235mm x B155mm x T4mm
Jahr
2019
Untertitel
Englisch
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