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Stochastic multi-stage optimization: at the crossroads between discrete time stochastic control and stochastic programming

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 opti...

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Detalles Bibliográficos
Autores principales: Carpentier, Pierre, Chancelier, Jean-Philippe, Cohen, Guy, De Lara, Michel
Lenguaje:eng
Publicado: Springer 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-18138-7
http://cds.cern.ch/record/2021029
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author Carpentier, Pierre
Chancelier, Jean-Philippe
Cohen, Guy
De Lara, Michel
author_facet Carpentier, Pierre
Chancelier, Jean-Philippe
Cohen, Guy
De Lara, Michel
author_sort Carpentier, Pierre
collection CERN
description 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.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2015
publisher Springer
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spelling cern-20210292021-04-21T20:16:43Zdoi:10.1007/978-3-319-18138-7http://cds.cern.ch/record/2021029engCarpentier, PierreChancelier, Jean-PhilippeCohen, GuyDe Lara, MichelStochastic multi-stage optimization: at the crossroads between discrete time stochastic control and stochastic programmingMathematical Physics and MathematicsThe 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.Springeroai:cds.cern.ch:20210292015
spellingShingle Mathematical Physics and Mathematics
Carpentier, Pierre
Chancelier, Jean-Philippe
Cohen, Guy
De Lara, Michel
Stochastic multi-stage optimization: at the crossroads between discrete time stochastic control and stochastic programming
title Stochastic multi-stage optimization: at the crossroads between discrete time stochastic control and stochastic programming
title_full Stochastic multi-stage optimization: at the crossroads between discrete time stochastic control and stochastic programming
title_fullStr Stochastic multi-stage optimization: at the crossroads between discrete time stochastic control and stochastic programming
title_full_unstemmed Stochastic multi-stage optimization: at the crossroads between discrete time stochastic control and stochastic programming
title_short Stochastic multi-stage optimization: at the crossroads between discrete time stochastic control and stochastic programming
title_sort stochastic multi-stage optimization: at the crossroads between discrete time stochastic control and stochastic programming
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-18138-7
http://cds.cern.ch/record/2021029
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AT cohenguy stochasticmultistageoptimizationatthecrossroadsbetweendiscretetimestochasticcontrolandstochasticprogramming
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