A grammar of design of experiments in computer simulation

研究成果: Conference contribution

抄録

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.

本文言語English
ホスト出版物のタイトルThe Grammar of Technology Development
出版社Kluwer Academic Publishers
ページ85-103
ページ数19
ISBN(印刷版)9784431752318
DOI
出版ステータスPublished - 2008
外部発表はい
イベント2005 Workshop on the Grammar of Technology Development - Tokyo, Japan
継続期間: 2005 1 152005 1 16

出版物シリーズ

名前The Grammar of Technology Development

Other

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

ASJC Scopus subject areas

  • Management of Technology and Innovation

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