Explorations in Monte Carlo Methods

Monte Carlo methods are among the most used and useful computational tools available today, providing efficient and practical algorithims to solve a wide range of scientific and engineering problems. Applications covered in this book include optimization, finance, statistical mechanics, birth and de...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Shonkwiler, Ronald W. (Autor), Mendivil, Franklin (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Undergraduate Texts in Mathematics,
Temas:
Probabilities.
Computer science > Mathematics.
Mathematical statistics.
Algorithms.
Game theory.
Computer simulation.
Mathematical optimization.
Probability Theory.
Probability and Statistics in Computer Science.
Game Theory.
Computer Modelling.
Optimization.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • to Monte Carlo Methods
  • Some Probability Distributions and Their Uses
  • Markov Chain Monte Carlo
  • Optimization by Monte Carlo Methods
  • Random Walks.

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