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Introduction To Stochastic Search And Optimization: Estimation, Simulation, And Control.

Introduction To Stochastic Search And Optimization: Estimation, Simulation, And Control.

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  • ISBN:9780471330523
  • Editorial: Wiley & Sons Ltd.
  • Fecha de la edición:
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  • Dimensiones: 0 cm x 0 cm
  • Nº Pág.:640
  • Idiomas:Ingles,Inglés

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This text presents a graduate-level introduction to the principles and algorithms of stochastic optimization. It is a strongly interdisciplinary book with potential and actual applications of the material in branches of mathematics, engineering, science and social sciences. It covers a broad range of the most popular stochastic algorithms, including random search, experimental design methods, stochastic approximation, simulated annealing, genetic and evolutionary methods and machine learning.

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