Analyzing Evolutionary Algorithms The Computer Science Perspective /

Evolutionary algorithms is a class of randomized heuristics inspired by natural evolution. They are applied in many different contexts, in particular in optimization, and analysis of such algorithms has seen tremendous advances in recent years.   In this book the author provides an introduction to t...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Jansen, Thomas (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Natural Computing Series,
Temas:
Computer science.
Computational intelligence.
Mathematical optimization.
Artificial intelligence.
Theory of Computation.
Computational Intelligence.
Optimization.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Evolutionary Algorithms and Other Randomized Search Heuristics
  • Theoretical Perspectives on Evolutionay Algorithms
  • General Limits in Black-Box Optimization
  • Methods for the Analysis of Evolutionary Algorithms
  • Selected Topics in the Analysis of Evolutionary Algorithms
  • App. A, Landau Notation
  • App. B, Tail Estimations
  • App. C, Martingales and Applications.

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