Rashid T Multi-objective Optimization Techniques 2025
General:
Name: Rashid T Multi-objective Optimization Techniques 2025
Format: pdf
Size: 50.49 MB
Book:
Title: Multi-objective Optimization Techniques: Variants, Hybrids, Improvements, and Applications
Author: Tarik A. Rashid, Aram M. Ahmed, Bryar A. Hassan, Zaher Mundher Yaseen, Seyedali Mirjalili, Nebojsa Bacanin, and Sinan Q. Salih
Language: polski
Year: 2019
Subjects: Science & Technology, Engineering, Engineering – General & Miscellaneous, General & Miscellaneous Engineering
Publisher: Springer-Verlag New York, LLC
ISBN: 9783030248352
Total pages: 359
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.
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