Design of Modern Heuristics Principles and Application /

Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, genetic programming, tabu search, simulated annealing, and others, but fail to teach the underlying concepts behind these different approaches. The autho...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Rothlauf, Franz (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Colección:Natural Computing Series,
Temas:
Artificial intelligence.
Mathematical optimization.
Computational intelligence.
Business information services.
Artificial Intelligence.
Optimization.
Computational Intelligence.
IT in Business.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Chap. 1
  • Introduction
  • Part I
  • Fundamentals
  • Chap. 2
  • Optimization Problems
  • Chap. 3
  • Optimization Methods
  • Part II
  • Modern Heuristics
  • Chap. 4
  • Design Elements
  • Chap. 5
  • Search Strategies
  • Chap. 6
  • Design Principles
  • Part III Case Studies
  • Chap. 7
  • High Locality Representations for Automated Programming
  • Chap. 8.-Biased Modern Heuristics for the OCST Problem
  • Chap. 9.-Summary
  • References
  • Nomenclature
  • Glossary
  • Index.

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