Some formulation issues in constructing metamodels

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Metamodels approximate the mapping of simulation input parameters to simulation outputs, providing a fast-running approximation, and (sometimes) insight on the nature of the response. Sometimes the obvious input variables and model structure give inferior metamodel fidelity. This paper illustrates three cases where the choice has significant impact on the fidelity and usefulness of the metamodel.

Original languageEnglish (US)
Title of host publicationOperational Research Society 10th Simulation Workshop, SW 2021 - Proceedings
EditorsMasoud Fakhimi, Tom Boness, Duncan Robertson
PublisherOperational Research Society
Pages287-294
Number of pages8
ISBN (Electronic)9780903440660
DOIs
StatePublished - 2021
Event10th Operational Research Society Simulation Workshop, SW 2021 - Virtual, Online
Duration: Mar 22 2021Mar 26 2021

Publication series

NameOperational Research Society 10th Simulation Workshop, SW 2021 - Proceedings

Conference

Conference10th Operational Research Society Simulation Workshop, SW 2021
CityVirtual, Online
Period3/22/213/26/21

All Science Journal Classification (ASJC) codes

  • Computational Theory and Mathematics
  • Computer Science Applications
  • Modeling and Simulation

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