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IIASA PURE
Research . 1988
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Mathematical Programming
Article . 1993 . Peer-reviewed
License: Springer TDM
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zbMATH Open
Article . 1993
Data sources: zbMATH Open
DBLP
Article . 1993
Data sources: DBLP
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Parallel decomposition of multistage stochastic programming problems

Authors: Ruszczynski, A.;

Parallel decomposition of multistage stochastic programming problems

Abstract

The author deals with a multistage stochastic linear programming problem. In detail, he considers a nonanticipative case and a finite underlying probability space. Consequently, the considered multistage stochastic programming problem can be represented in a tree like form and moreover, with each note of the decision tree a certain linear or quadratic subproblem can be associated. The aim of the paper is to present a parallel decomposition method solution of the above introduced optimization problem. It is proven that the suggested method after a finite time either discovers inconsistency in the problem or finds an optimal solution. An illustrative example is given at the end of the paper.

Country
Austria
Keywords

Decomposition methods, parallel decomposition, Computational methods for problems pertaining to operations research and mathematical programming, Stochastic programming, Parallel numerical computation, multistage stochastic linear programming, 004, 510

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
107
Top 10%
Top 1%
Top 10%
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bronze