Metamodels for simulation input-output relations

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

112 Citations (Scopus)

Abstract

The simulation community has used metarnodels to study the behavior of computer simulations for over twenty-five years. The most popular teebniques have been based on parametric polynomial response surface approximations. In this state of the art review, we present recent developments in this area. We also discuss seven alternative modeling strategies that are active topics in the current literature.

Original languageEnglish (US)
Title of host publicationProceedings of the 24th Conference on Winter Simulation, WSC 1992
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages289-299
Number of pages11
ISBN (Print)0780307984
DOIs
StatePublished - Dec 1 1992
Event24th Conference on Winter Simulation, WSC 1992 - Arlington, United States
Duration: Dec 13 1992Dec 16 1992

Publication series

NameProceedings - Winter Simulation Conference
ISSN (Print)0891-7736

Other

Other24th Conference on Winter Simulation, WSC 1992
CountryUnited States
CityArlington
Period12/13/9212/16/92

Fingerprint

Surface Approximation
Response Surface
Metamodel
Computer Simulation
Polynomials
Polynomial
Output
Alternatives
Computer simulation
Modeling
Simulation
Community
Strategy
Review

All Science Journal Classification (ASJC) codes

  • Software
  • Modeling and Simulation
  • Computer Science Applications

Cite this

Barton, R. R. (1992). Metamodels for simulation input-output relations. In Proceedings of the 24th Conference on Winter Simulation, WSC 1992 (pp. 289-299). (Proceedings - Winter Simulation Conference). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1145/167293.167352
Barton, Russell R. / Metamodels for simulation input-output relations. Proceedings of the 24th Conference on Winter Simulation, WSC 1992. Institute of Electrical and Electronics Engineers Inc., 1992. pp. 289-299 (Proceedings - Winter Simulation Conference).
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Barton, RR 1992, Metamodels for simulation input-output relations. in Proceedings of the 24th Conference on Winter Simulation, WSC 1992. Proceedings - Winter Simulation Conference, Institute of Electrical and Electronics Engineers Inc., pp. 289-299, 24th Conference on Winter Simulation, WSC 1992, Arlington, United States, 12/13/92. https://doi.org/10.1145/167293.167352

Metamodels for simulation input-output relations. / Barton, Russell R.

Proceedings of the 24th Conference on Winter Simulation, WSC 1992. Institute of Electrical and Electronics Engineers Inc., 1992. p. 289-299 (Proceedings - Winter Simulation Conference).

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

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Barton RR. Metamodels for simulation input-output relations. In Proceedings of the 24th Conference on Winter Simulation, WSC 1992. Institute of Electrical and Electronics Engineers Inc. 1992. p. 289-299. (Proceedings - Winter Simulation Conference). https://doi.org/10.1145/167293.167352