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Multi-Objective Optimization using Artificial Intelligence Techniques : Intelligent Technologies and Robotics (R0) - Seyedali Mirjalili

Multi-Objective Optimization using Artificial Intelligence Techniques

By: Seyedali Mirjalili, Jin Song Dong

eText | 24 July 2019

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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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Non-FictionEngineering & TechnologyTechnology in GeneralEngineering in GeneralBusiness & ManagementOperational ResearchComputing & I.T.Computer ScienceArtificial IntelligenceMachine LearningMathematicsProbability & Statistics
Management & Management TechniquesManagement Decision Making

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