relation: http://eprints.imtlucca.it/756/
title: Robust simulation-optimization using metamodels
creator: Dellino, Gabriella
creator: Kleijnen, Jack P.C.
creator: Meloni, Carlo
subject: HA Statistics
subject: HB Economic Theory
subject: QA Mathematics
description: Optimization of simulated systems is the goal of many methods, but most methods assume known environments. In this paper we present a methodology that does account for uncertain environments. Our methodology uses Taguchi's view of the uncertain world, but replaces his statistical techniques by either Response Surface Methodology or Kriging metamodeling. We illustrate the resulting methodology through the well-known Economic Order Quantity (EOQ) model
publisher: IEEE
date: 2009-12
type: Book Section
type: PeerReviewed
identifier:   Dellino, Gabriella and Kleijnen, Jack P.C. and Meloni, Carlo  Robust simulation-optimization using metamodels.   In:  Winter Simulation Conference (WSC).   IEEE, 540 -550.  ISBN 978-1-4244-5770-0       (2009)  
relation: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5429720&isnumber=5429163
relation: 10.1109/WSC.2009.5429720