原田の論文「家族類型と世帯内の役割を考慮したSA法による大規模世帯の復元」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, 枡井 大貴: 家族類型と世帯内の役割を考慮したSA法による大規模世帯の復元, 計測自動制御学会論文集, Vol. 54, No. 9, pp. 705-717 (2018)
原田の論文「家族類型と世帯内の役割を考慮したSA法による大規模世帯の復元」が計測自動制御学会論文集で出版されました．
In this paper, we modify a simulated annealing-based (SA-based) household synthesizing method in order to synthesize a population in the same scale of the target area. Micro-simulations (MS) and agent-based simulations (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, we need to synthesize household compositions from available statistics for MS or ABS. However, it should be noted that the synthesized population is just an artificial population that is suitable to the employed statistics. In this paper, we modify an SA-based household synthesizing method based on statistics. We propose a household generation method, new 21 statistics, and an age exchange method for members in households. In our previous research, we employed nine statistics to synthesize populations. In this paper, we synthesize an artificial population from 21 statistics, and we show how errors between the artificial population and real statistics are reduced by the proposed algorithm.