原田の論文「並列計算を用いたSA法による都道府県レベルの大規模世帯の復元」が計測自動制御学会論文集で出版されました．
Published in 計測自動制御学会論文集, 2018
Recommended citation: 原田 拓弥, 村田 忠彦: 並列計算を用いたSA法による都道府県レベルの大規模世帯の復元, 計測自動制御学会論文集, Vol. 54, No. 4, pp. 421-429 (2018)
原田の論文「並列計算を用いたSA法による都道府県レベルの大規模世帯の復元」が計測自動制御学会論文集で出版されました．
In this paper, we employ parallel computing techniques to reconstruct large-scale household compositions for micro-simulations (MS) or agent-based simulations (ABS). MS and ABS are recently employed for social simulations. For enabling MS or ABS, each household composition such as ages, occupations, or other properties of each member of a household should be prepared before simulations. However real household compositions are not available to researchers due to privacy or security reasons. Therefore reconstruction methods from statistics are developed to generate artificial populations for MS or ABS. In this paper, we propose a method to reconstruct a prefecture-level large-scale household compositions based on statistics using parallel computing techniques. In order to generate artificial populations as soon as possible, parallel computing techniques are essential in reconstruction methods. In this paper, we show a challenge in an application of parallel computing to a previously proposed reconstruction method, and show the effectiveness of the proposed method.