Crossing weighted uncertainty scenarios assisted distribution-free metamodel-based robust simulation optimization

• Main Authors: Parnianifard, Amir, Ahmad, Siti Azfanizam, Mohd Ariffin, Mohd Khairol Anuar, Ismail, Mohd Idris Shah
• Format: Article
• Language: English
• Published: Springer 2020
• Online Access: http://psasir.upm.edu.my/id/eprint/88308/1/ABSTRACT.pdf; http://psasir.upm.edu.my/id/eprint/88308/; https://link.springer.com/article/10.1007/s00366-018-00690-0
• Institution: Universiti Putra Malaysia

In practice, computer simulations cannot be perfectly controlled because of the inherent uncertainty caused by variability in the environment (e.g., demand rate in the inventory management). Ignoring this source of variability may result in suboptimality or infeasibility of optimal solutions. This p...