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APPLICATIONS OF MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS
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APPLICATIONS OF MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS
A introductory fragment is available
Language of a book: Английский
Publisher: Gardners Books

    This book presents an extensive variety of multi-objective problems across diverse disciplines, along with statistical solutions using multi-objective evolutionary algorithms (MOEAs). The topics discussed serve to promote a wider understanding as well as the use of MOEAs, the aim being to find good solutions for high-dimensional real-world design applications. The book contains a large collection of MOEA applications from many researchers, and thus provides the practitioner with detailed algorithmic direction to achieve good results in their selected problem domain.Contents:An Introduction to Multi-Objective Evolutionary Algorithms and Their ApplicationsOptimal Design of Industrial Electromagnetic Devices: A Multiobjective Evolutionary ApproachUsing a Particle Swarm Optimizer with a Multi-Objective Selection Scheme to Design Combinational Logic CircuitsAutomatic Control System Design via a Multiobjective Evolutionary AlgorithmEvolutionary Multi-Objective Optimization of TrussesA Multi-Objective Evolutionary Algorithm for the Covering Tour ProblemMultiobjective Aerodynamic Design and Visualization of Supersonic Wings by Using Adaptive Range Multiobjective Genetic AlgorithmsMutli-Objective Spectroscopic Data Analysis of Inertial Confinement Fusion Implosion Cores: Plasma Gradient DeterminationOn Machine Learning with Multiobjective Genetic Optimizationand other papersReadership: Undergraduates, graduate students, researchers, academics, practitioners and professionals interested in evolutionary algorithms.

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