Multi-objective Optimization Using Artificial Intelligence Techniques

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    Multi-Objective Optimization using Artificial Intelligence Techniques
    By: Seyedali Mirjalili; Jin Song Dong
    Publisher:
    Springer
    Print ISBN: 9783030248345, 3030248348
    eText ISBN: 9783030248352, 3030248356
    Copyright year: 2020
    Format: EPUB
    Available from $ 59.99 USD
    SKU 9783030248352
    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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