Scenario formulation in an algebraic modelling language

Scenario formulation in an algebraic modelling language

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Article ID: iaor1996324
Country: Switzerland
Volume: 59
Issue: 1
Start Page Number: 45
End Page Number: 75
Publication Date: Sep 1995
Journal: Annals of Operations Research
Authors: ,
Keywords: modelling language
Abstract:

Algebraic modelling languages have simplified management of many types of large linear programs but have not specifically supported stochastic modelling. This paper considers modelling language support for multistage stochastic linear recourse problems with finite distributions. The authors describe basic language requirements for formulation of finite event trees in algebraic modelling languages and show representative problems in AMPL using three commonly used scenario types.

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