A numerical method for solving stochastic programming problems with moment constraints on a distribution function

A numerical method for solving stochastic programming problems with moment constraints on a distribution function

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Article ID: iaor19912129
Country: Switzerland
Volume: 31
Start Page Number: 347
End Page Number: 370
Publication Date: Mar 1991
Journal: Annals of Operations Research
Authors:
Abstract:

The stochastic programming problem is considered in the case of a distribution function with partially known random parameters. A minimax approach is taken, and a numerical method is proposed for problems when information on the distribution function can be expressed in the form of finitely many moment constraints. Convergence is proved and results of numerical experiments are reported.

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