Stochastic Multi-Stage Optimization

Stochastic Multi-Stage Optimization
Author: Pierre Carpentier
Publisher:
Total Pages:
Release: 2015
Genre:
ISBN: 9783319181394


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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 optimization problems - it discusses the related discretization issues. There is a growing need to tackle uncertainty in applications of optimization. For example the massive introduction of renewable energies in power systems challenges traditional ways to manage them. This book lays out basic and advanced tools to handle and numerically solve such problems and thereby is building a bridge between Stochastic Programming and Stochastic Control. It is intended for graduates readers and scholars in optimization or stochastic control, as well as engineers with a background in applied mathematics.


Stochastic Multi-Stage Optimization
Language: en
Pages:
Authors: Pierre Carpentier
Categories:
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
Multistage Stochastic Optimization
Language: en
Pages: 309
Authors: Georg Ch. Pflug
Categories: Business & Economics
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
Language: en
Pages: 370
Authors: Pierre Carpentier
Categories: Mathematics
Type: BOOK - Published: 2015-05-05 - Publisher: Springer

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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
Stability, Approximation, and Decomposition in Two- and Multistage Stochastic Programming
Language: en
Pages: 178
Authors: Christian Küchler
Categories: Mathematics
Type: BOOK - Published: 2010-05-30 - Publisher: Springer Science & Business Media

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Christian Küchler studies various aspects of the stability of stochastic optimization problems as well as approximation and decomposition methods in stochastic
Lectures on Stochastic Programming
Language: en
Pages: 447
Authors: Alexander Shapiro
Categories: Mathematics
Type: BOOK - Published: 2009-01-01 - 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