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A method for simulation model validation based on Theilspi0215es inequality coefficient and principal component analysis

  • Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The creditability of simulation model is validated by the classical method of Theilspi0215es inequality coefficient though analyzing the consistency between the simulation output and reference output. The reference output is not treated as the benchmark for comparison in the classical method and the difference of trend between the simulation output and reference output is not considered. For solving the problems, the algorithm of Theilspi0215es inequality coefficient was improved, the models for describing the coincident degrees of position and trend between the simulation output and reference output were given and the simulation model validation method based on principal component analysis was proposed. The rationality and efficiency of the method were validated in the application.

Original languageEnglish
Title of host publicationAsiaSim 2013 - 13th International Conference on Systems Simulation, Proceedings
PublisherSpringer Verlag
Pages126-135
Number of pages10
ISBN (Print)9783642450365
DOIs
StatePublished - 2013
Event13th International Conference on Systems Simulation, AsiaSim 2013 - , Singapore
Duration: 6 Nov 20138 Nov 2013

Publication series

NameCommunications in Computer and Information Science
Volume402
ISSN (Print)1865-0929

Conference

Conference13th International Conference on Systems Simulation, AsiaSim 2013
Country/TerritorySingapore
Period6/11/138/11/13

Keywords

  • Principal component analysis
  • Simulation
  • Simulation model validation
  • Theilspi0215es Inequality Coefficient

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