<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Robust simulation-optimization methodology"^^ . "This contribution summarizes a methodology for simulation\r\noptimization assuming some simulation inputs are\r\nuncertain. This methodology integrates Taguchi’s worldview\r\n(distinguishing between decision and environmental\r\ninputs), metamodeling (either Response Surface Methodology\r\nor Kriging), and mathematical programming. Instead\r\nof Taguchi’s statistical designs, this contribution uses Latin Hypercube Sampling for the environmental inputs. Mathematical programming is used to estimate the decision inputs that minimize the mean output, subject to a threshold for the standard deviation of the simulation output. Changing that threshold gives the estimated Pareto frontier. Confidence regions for the Pareto-optimal solution based on that frontier can be estimated through bootstrapping. This methodology is illustrated through Economic Order Quantity (EOQ)\r\nsimulations."^^ . "2009" . . . . . . . . . . . . . "Carlo"^^ . "Meloni"^^ . "Carlo Meloni"^^ . . "Gabriella"^^ . "Dellino"^^ . "Gabriella Dellino"^^ . . "Jack P.C."^^ . "Kleijnen"^^ . "Jack P.C. Kleijnen"^^ . . . . "INFORMS Simulation Society Research Workshop"^^ . . . . . "HTML Summary of #757 \n\nRobust simulation-optimization methodology\n\n" . "text/html" . . . "HA Statistics"@en . . . "QA Mathematics"@en . .