Search Methodologies Introductory Tutorials in Optimization and Decision Support Techniques /

Search Methodologies is a tutorial survey of the methodologies that are at the confluence of several fields: Computer Science, Mathematics and Operations Research. It is a carefully structured and integrated treatment of the major technologies in optimization and search methodology. The book is made...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Burke, Edmund K. (Editor ), Kendall, Graham (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Temas:
Operations research.
Management science.
Mathematical optimization.
Artificial intelligence.
Engineering mathematics.
Engineering-Data processing.
Mathematical models.
Operations Research, Management Science .
Optimization.
Operations Research and Decision Theory.
Artificial Intelligence.
Mathematical and Computational Engineering Applications.
Mathematical Modeling and Industrial Mathematics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Classical Techniques
  • Integer Programming
  • Genetic Algorithms
  • Genetic Programming
  • Tabu Search
  • Simulated Annealing
  • Variable Neighborhood Search
  • Constraint Programming
  • Multi-Objective Optimization
  • Complexity Theory and the No Free Lunch Theorem
  • Machine Learning
  • Artificial Immune Systems
  • Swarm Intelligence
  • Fuzzy Reasoning
  • Rough Set Based Decision Support
  • Hyper-Heuristics
  • Approximation Algorithms
  • Fitness Landscapes.

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