Constraint-Handling in Evolutionary Optimization

EditorEfrén Mezura-Montes

Paperback | October 28, 2010

Constraint-Handling in Evolutionary Optimization by Efrén Mezura-Montes
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This book is the result of a special session on constraint-handling techniques used in evolutionary algorithms within the Congress on Evolutionary Computation (CEC) in 2007. It presents recent research in constraint-handling in evolutionary optimization.

Title:Constraint-Handling in Evolutionary OptimizationFormat:PaperbackProduct dimensions:280 pages, 9.25 X 6.1 X 0 inShipping dimensions:280 pages, 9.25 X 6.1 X 0 inPublished:October 28, 2010Publisher:Springer Berlin HeidelbergLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3642101550

ISBN - 13:9783642101557

Appropriate for ages: All ages

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Table of Contents

Continuous Constrained Optimization with Dynamic Tolerance Using the COPSO Algorithm.- Boundary Search for Constrained Numerical Optimization Problems.- Solving Difficult Constrained Optimization Problems by the ? Constrained Differential Evolution with Gradient-Based Mutation.- Constrained Real-Parameter Optimization with ? -Self-Adaptive Differential Evolution.- Self-adaptive and Deterministic Parameter Control in Differential Evolution for Constrained Optimization.- An Adaptive Penalty Function for Handling Constraint in Multi-objective Evolutionary Optimization.- Infeasibility Driven Evolutionary Algorithm for Constrained Optimization.- On GA-AIS Hybrids for Constrained Optimization Problems in Engineering.- Constrained Optimization Based on Quadratic Approximations in Genetic Algorithms.- Constraint-Handling in Evolutionary Aerodynamic Design.- Handling Constraints in Global Optimization Using Artificial Immune Systems: A Survey.