Simulation metamodels

Research output: Contribution to journalArticle

135 Citations (Scopus)

Abstract

The simulation community has used metamodels to study the behavior of computer simulations for over twenty-five years. The most popular techniques have been based on parametric polynomial response surface approximations. In this advanced tutorial, we discuss developments in this area, including alternative metamodel types and experimental designs.

Original languageEnglish (US)
Pages (from-to)167-174
Number of pages8
JournalWinter Simulation Conference Proceedings
Volume1
StatePublished - 1998

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Metamodel
Design of experiments
Polynomials
Surface Approximation
Response Surface
Computer simulation
Experimental design
Simulation
Computer Simulation
Polynomial
Alternatives
Community

All Science Journal Classification (ASJC) codes

  • Chemical Health and Safety
  • Software
  • Safety, Risk, Reliability and Quality
  • Applied Mathematics
  • Modeling and Simulation

Cite this

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title = "Simulation metamodels",
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Simulation metamodels. / Barton, Russell Richard.

In: Winter Simulation Conference Proceedings, Vol. 1, 1998, p. 167-174.

Research output: Contribution to journalArticle

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