Constraint-handling in evolutionary optimization

An efficient and adequate constraint-handling technique is a key element in the design of competitive evolutionary algorithms to solve complex optimization problems. This edited book presents a collection of recent advances in nature-inspired techniques for constrained numerical optimization. The bo...

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Détails bibliographiques
Auteur principal: Mezura-Montes, Efrén (Directeur de la publication)
Format: Livre numérique
Langue:Anglais
Publié: Berlin, Heidelberg : Springer Berlin Heidelberg 2009.
Cham : Springer Nature
Collection:Studies in Computational Intelligence 198
Accès en ligne:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Note: Archives Springer e-books (Licence nationale)
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Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Constraint-Handling in Evolutionary Optimization, Texte imprimé, 9783642101557
• Constraint-Handling in Evolutionary Optimization, Texte imprimé, 9783642017919
• Constraint-handling in evolutionary optimization, Efrén Mezura-Montes (ed.), Berlin, Springer, 2009, 1 vol. (xv-264 p.), Studies in computational intelligence, 978-3-642-00618-0
Table des matières:
  • 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.