On general conditions for laws of large numbers in random linear programs

On general conditions for laws of large numbers in random linear programs

0.00 Avg rating0 Votes
Article ID: iaor2010917
Volume: 24
Issue: 3
Start Page Number: 470
End Page Number: 486
Publication Date: Jul 2008
Journal: Stochastic Models
Authors:
Abstract:

Numerical computations of large-scale linear programming problems often contain instability owing to modelling errors and accumulation of round-off errors. The question discussed here is whether the effect of these errors increases or decreases with the size of the problem. It is shown that the random errors in the original data have diminishing effects on the optimum as the number of variables increases. This result is stated in terms of the law of large numbers.

Reviews

Required fields are marked *. Your email address will not be published.