Testing Solution Quality in Stochastic Programming: a Single Replication Procedure

نویسندگان

  • Güzin Bayraksan
  • David P. Morton
چکیده

We develop a procedure for testing the quality of a candidate solution for a class of stochastic programs. Quality is defined via the optimality gap and the procedure’s output is a confidence interval on this gap. We review a multiple-replications procedure and then, we present a result that justifies a computationally simplified single-replication procedure. We compare empirical coverage results of the two procedures for a newsvendor problem.

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تاریخ انتشار 2004