Metaheuristics

Metaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems. After a comprehensive introduction to the field, the contributed chapters in this book include explanations of the main metaheuristics techniques,...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Siarry, Patrick (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Artificial intelligence.
Computational intelligence.
Operations research.
Mathematical optimization.
Artificial Intelligence.
Computational Intelligence.
Operations Research and Decision Theory.
Optimization.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Simulated Annealing
  • Tabu Search
  • Search in Variable Neighborhoods
  • The GRASP Search Algorithm
  • Evolutionary Algorithms
  • Artificial Ants
  • Particle Swarms
  • Other Metaheuristics
  • Other Social Insect Algorithms
  • Extending Evolutionary Algorithms for Multiobjective Optimization
  • Extending Evolutionary Algorithms for Optimization Under Constraints
  • Modeling and Comparison Methods
  • Hybrid Metaheuristics for Optimizing Logistics
  • Metaheuristics for Vehicle Routing Problems
  • Applications in Air Traffic Management.

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