A grammar of design of experiments in computer simulation

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

Abstract

Computer simulation plays an important role in modern technology development. In particular, it is used for exploring new methodology, examining developed technologies and so forth. Design of experiments can benefit from computer simulation because it is a series of techniques for performing experiments efficiently and the above-mentioned exploration and examination requires experimental results of simulation. This paper discusses the application of design of experiments to computer simulation as a grammar of design of experiments in computer simulation. Specifically, the grammar described in this paper includes techniques for validating a tentative model of response and factors, screening many factors to identify active factors and approximating the response function by active factors. Traditional approaches to design of experiments are partially useful for these areas. However, some of them cannot be solved by the traditional approaches because of the complexity resulting from computer simulation. Therefore, this paper also adopts a new approach to solve these problems.

Original languageEnglish
Title of host publicationThe Grammar of Technology Development
PublisherKluwer Academic Publishers
Pages85-103
Number of pages19
ISBN (Print)9784431752318
DOIs
Publication statusPublished - 2008
Externally publishedYes
Event2005 Workshop on the Grammar of Technology Development - Tokyo, Japan
Duration: 2005 Jan 152005 Jan 16

Publication series

NameThe Grammar of Technology Development

Other

Other2005 Workshop on the Grammar of Technology Development
CountryJapan
CityTokyo
Period05/1/1505/1/16

Keywords

  • Approximation of response function
  • Composite design
  • Fractional factorial design
  • Screening factors
  • Supersaturated design
  • Uniform design

ASJC Scopus subject areas

  • Management of Technology and Innovation

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