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Stability, Approximation, and Decomposition in Two- and Multistage Stochastic Programming

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Stability, Approximation, and Decomposition in Two- and Multistage Stochastic Programming Christian Küchler
Libristo kod: 01782103
Nakladnici Springer Fachmedien Wiesbaden, rujan 2009
Stochastic programming provides a framework for modelling, analyzing, and solving optimization probl... Cijeli opis
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Stochastic programming provides a framework for modelling, analyzing, and solving optimization problems with some parameters being not known up to a probability distribution. Such problems arise in a variety of applications, such as inventory control, financial planning and portfolio optimization, airline revenue management, scheduling and operation of power systems, and supply chain management. §§Christian Küchler studies various aspects of the stability of stochastic optimization problems as well as approximation and decomposition methods in stochastic programming. One of these aspects is the problem of the quantitative stability of linear multistage stochastic programs under perturbations or approximations of the underlying stochastic processes. The author further presents an extension of the Nested Benders decomposition algorithm related to the concept of recombining scenario trees. The approach combines the concept of cut sharing with a specific aggregation procedure and prevents an exponentially growing number of subproblem evaluations. Convergence results and numerical properties are discussed.

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Informacije o knjizi

Puni naziv Stability, Approximation, and Decomposition in Two- and Multistage Stochastic Programming
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2009
Broj stranica 186
EAN 9783834809216
ISBN 3834809217
Libristo kod 01782103
Težina 230
Dimenzije 148 x 210 x 10
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