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

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

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

2 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationSummer Computer Simulation Conference 2007, SCSC'07, Part of the 2007 Summer Simulation Multiconference, SummerSim'07
Pages1315-1320
Number of pages6
Volume2
Publication statusPublished - 2007
Externally publishedYes
EventSummer Computer Simulation Conference 2007, SCSC 2007, Part of the 2007 Summer Simulation Multiconference, SummerSim 2007 - San Diego, CA
Duration: 2007 Jul 152007 Jul 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

Keywords

  • Monte Carlo simulation
  • Qualitative and quantitative hybrid model

ASJC Scopus subject areas

  • Modelling and Simulation

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  • Cite this

    Samejima, M., Negoro, K., Akiyoshi, M., Komoda, N., & Mitsukuni, K. (2007). Hybrid simulation on qualitative and quantitative integrated model using Monte Carlo method. In Summer Computer Simulation Conference 2007, SCSC'07, Part of the 2007 Summer Simulation Multiconference, SummerSim'07 (Vol. 2, pp. 1315-1320)