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Multistage Stochastic Optimization
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Authors: Georg Ch. Pflug
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Type: BOOK - Published: 2014-11-12 - Publisher: Springer

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Multistage stochastic optimization problems appear in many ways in finance, insurance, energy production and trading, logistics and transportation, among other
Stochastic Multi-Stage Optimization
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Authors: Pierre Carpentier
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Type: BOOK - Published: 2015 - Publisher:

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The focus of the present volume is stochastic optimization of dynamical systems in discrete time where - by concentrating on the role of information regarding o
Lectures on Stochastic Programming
Language: en
Pages: 512
Authors: Alexander Shapiro
Categories: Mathematics
Type: BOOK - Published: 2014-07-09 - Publisher: SIAM

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Optimization problems involving stochastic models occur in almost all areas of science and engineering, such as telecommunications, medicine, and finance. Their
First-order and Stochastic Optimization Methods for Machine Learning
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Authors: Guanghui Lan
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Type: BOOK - Published: 2020-05-15 - Publisher: Springer Nature

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This book covers not only foundational materials but also the most recent progresses made during the past few years on the area of machine learning algorithms.
Introduction to Stochastic Programming
Language: en
Pages: 427
Authors: John R. Birge
Categories: Mathematics
Type: BOOK - Published: 2006-04-06 - Publisher: Springer Science & Business Media

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This rapidly developing field encompasses many disciplines including operations research, mathematics, and probability. Conversely, it is being applied in a wid