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 language | English |
|---|---|
| Title of host publication | Summer Computer Simulation Conference 2007, SCSC'07, Part of the 2007 Summer Simulation Multiconference, SummerSim'07 |
| Pages | 1315-1320 |
| Number of pages | 6 |
| Volume | 2 |
| Publication status | Published - 2007 |
| Externally published | Yes |
| Event | Summer Computer Simulation Conference 2007, SCSC 2007, Part of the 2007 Summer Simulation Multiconference, SummerSim 2007 - San Diego, CA Duration: 2007 Jul 15 → 2007 Jul 18 |
Other
| Other | Summer Computer Simulation Conference 2007, SCSC 2007, Part of the 2007 Summer Simulation Multiconference, SummerSim 2007 |
|---|---|
| City | San Diego, CA |
| Period | 07/7/15 → 07/7/18 |
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Keywords
- Monte Carlo simulation
- Qualitative and quantitative hybrid model
ASJC Scopus subject areas
- Modelling and Simulation
Cite this
Hybrid simulation on qualitative and quantitative integrated model using Monte Carlo method. / Samejima, Masaki; Negoro, Keisuke; Akiyoshi, Masanori; Komoda, Norihisa; Mitsukuni, Koshichiro.
Summer Computer Simulation Conference 2007, SCSC'07, Part of the 2007 Summer Simulation Multiconference, SummerSim'07. Vol. 2 2007. p. 1315-1320.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Hybrid simulation on qualitative and quantitative integrated model using Monte Carlo method
AU - Samejima, Masaki
AU - Negoro, Keisuke
AU - Akiyoshi, Masanori
AU - Komoda, Norihisa
AU - Mitsukuni, Koshichiro
PY - 2007
Y1 - 2007
N2 - 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.
AB - 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.
KW - Monte Carlo simulation
KW - Qualitative and quantitative hybrid model
UR - http://www.scopus.com/inward/record.url?scp=84870221470&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84870221470&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84870221470
SN - 9781622763580
VL - 2
SP - 1315
EP - 1320
BT - Summer Computer Simulation Conference 2007, SCSC'07, Part of the 2007 Summer Simulation Multiconference, SummerSim'07
ER -