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Title | On the Connection between Agent-based Simulation and Methodological Individualism |
Creator | 陳樹衡 Chen, Shu-heng Iorio, Francesco Di |
Contributor | 經濟系 |
Key Words | Agent-Based Simulation, Methodological Individualism, Emergence, Reductionism, Downward/Upward causation |
Date | 2019-05 |
Date Issued | 20-Apr-2020 14:46:36 (UTC+8) |
Summary | This paper investigates the relationship between methodological individualism (MI) and Agent-Based Simulation (ABS). We use a thesis defended by Caterina Marchionni and Petri Ylikoski (2013) as the starting point of our approach. According to this thesis, since MI is often considered to be a reductionist orientation, it is confusing and meaningless to assume that ABS, which is a non-reductionist and emergentist explanatory model, is committed to MI. We criticize this view and focus on the problem of the proper definition of MI. We explain that MI is compatible with the ABS strategy because reductionism is only the most simplistic variant of MI and argue that ABS explanations must be regarded as explanations in terms of non-reductionist MI. |
Relation | Social Science Information, Vol.58, No.2, pp.354-376 |
Type | article |
dc.contributor | 經濟系 | |
dc.creator (作者) | 陳樹衡 | |
dc.creator (作者) | Chen, Shu-heng | |
dc.creator (作者) | Iorio, Francesco Di | |
dc.date (日期) | 2019-05 | |
dc.date.accessioned | 20-Apr-2020 14:46:36 (UTC+8) | - |
dc.date.available | 20-Apr-2020 14:46:36 (UTC+8) | - |
dc.date.issued (上傳時間) | 20-Apr-2020 14:46:36 (UTC+8) | - |
dc.identifier.uri (URI) | http://nccur.lib.nccu.edu.tw/handle/140.119/129317 | - |
dc.description.abstract (摘要) | This paper investigates the relationship between methodological individualism (MI) and Agent-Based Simulation (ABS). We use a thesis defended by Caterina Marchionni and Petri Ylikoski (2013) as the starting point of our approach. According to this thesis, since MI is often considered to be a reductionist orientation, it is confusing and meaningless to assume that ABS, which is a non-reductionist and emergentist explanatory model, is committed to MI. We criticize this view and focus on the problem of the proper definition of MI. We explain that MI is compatible with the ABS strategy because reductionism is only the most simplistic variant of MI and argue that ABS explanations must be regarded as explanations in terms of non-reductionist MI. | |
dc.format.extent | 968649 bytes | - |
dc.format.mimetype | application/pdf | - |
dc.relation (關聯) | Social Science Information, Vol.58, No.2, pp.354-376 | |
dc.subject (關鍵詞) | Agent-Based Simulation, Methodological Individualism, Emergence, Reductionism, Downward/Upward causation | |
dc.title (題名) | On the Connection between Agent-based Simulation and Methodological Individualism | |
dc.type (資料類型) | article | |
dc.identifier.doi (DOI) | https://doi.org/10.1177/0539018419852526 |