Hybrid simulation on qualitative and quantitative integrated model using Monte Carlo method

Masaki Samejima, Keisuke Negoro, Masanori Akiyoshi, Norihisa Komoda, Koshichiro Mitsukuni

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

We propose a simulation method on qualitative and quantitative hybrid model. In order to evaluate factors of a model with qualitative causal relations, we introduce a statistical approach based on propagation and combination of effects of factors by Monte Carlo simulation. In propagating an effect, we divide a range of a quantitative factor by landmarks and decide an effect to a destination node based on the divided ranges. In combining effects, we deicide an effect of each causal relation using effects ratio and sum all effects. Through applied results to practical models, it is confirmed that there are mostly same between results derived from quantitative relations and results derived from the proposed method at 0.05 alpha-level.

本文言語English
ホスト出版物のタイトルSummer Computer Simulation Conference 2007, SCSC'07, Part of the 2007 Summer Simulation Multiconference, SummerSim'07
ページ1315-1320
ページ数6
2
出版ステータスPublished - 2007
外部発表はい
イベントSummer Computer Simulation Conference 2007, SCSC 2007, Part of the 2007 Summer Simulation Multiconference, SummerSim 2007 - San Diego, CA
継続期間: 2007 7 152007 7 18

Other

OtherSummer Computer Simulation Conference 2007, SCSC 2007, Part of the 2007 Summer Simulation Multiconference, SummerSim 2007
CitySan Diego, CA
Period07/7/1507/7/18

ASJC Scopus subject areas

  • Modelling and Simulation

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