Inter-Business Trading Structure Model with Agent-Based Simulation and Its Application to Real Data
This paper proposes an inter-business trading structure model with agent-based simulation. The proposed model can deal with the two kinds of dynamic changes: (1) supply and demand volumes and the resulting production lead time, and (2) the combination of both decentralized and centralized inter-busi...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Taylor & Francis Group
2019-01-01
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| Series: | SICE Journal of Control, Measurement, and System Integration |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.9746/jcmsi.12.11 |
| _version_ | 1797661034395205632 |
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| author | Taisei Mukai Takao Terano |
| author_facet | Taisei Mukai Takao Terano |
| author_sort | Taisei Mukai |
| collection | DOAJ |
| description | This paper proposes an inter-business trading structure model with agent-based simulation. The proposed model can deal with the two kinds of dynamic changes: (1) supply and demand volumes and the resulting production lead time, and (2) the combination of both decentralized and centralized inter-business structure. The model is applied to analyzing recent rapid market changes of Japanese firm data. The data is taken from the TDB (Teikoku Databank) business trading database, which contains firm information with four million trading items, business volumes and relations over many years. Using this information, we focused on changes in the trading of firms involved in the Japanese software industry. The experimental results applied to real data suggest that the dynamic structural changes determined by the model have a critical role in various cases of performance of Japanese software industry firms in the TDB database. |
| first_indexed | 2024-03-11T18:38:29Z |
| format | Article |
| id | doaj.art-1b1f361b8030493f90acb1c06669880d |
| institution | Directory Open Access Journal |
| issn | 1884-9970 |
| language | English |
| last_indexed | 2024-03-11T18:38:29Z |
| publishDate | 2019-01-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | SICE Journal of Control, Measurement, and System Integration |
| spelling | doaj.art-1b1f361b8030493f90acb1c06669880d2023-10-12T13:43:55ZengTaylor & Francis GroupSICE Journal of Control, Measurement, and System Integration1884-99702019-01-01121111910.9746/jcmsi.12.1112103247Inter-Business Trading Structure Model with Agent-Based Simulation and Its Application to Real DataTaisei Mukai0Takao Terano1Department of Intelligence System Science, Tokyo Institute of TechnologyDepartment of Intelligence System Science, Tokyo Institute of TechnologyThis paper proposes an inter-business trading structure model with agent-based simulation. The proposed model can deal with the two kinds of dynamic changes: (1) supply and demand volumes and the resulting production lead time, and (2) the combination of both decentralized and centralized inter-business structure. The model is applied to analyzing recent rapid market changes of Japanese firm data. The data is taken from the TDB (Teikoku Databank) business trading database, which contains firm information with four million trading items, business volumes and relations over many years. Using this information, we focused on changes in the trading of firms involved in the Japanese software industry. The experimental results applied to real data suggest that the dynamic structural changes determined by the model have a critical role in various cases of performance of Japanese software industry firms in the TDB database.http://dx.doi.org/10.9746/jcmsi.12.11decentralized structureinter-business structureinter-business trading networkagent-based simulation |
| spellingShingle | Taisei Mukai Takao Terano Inter-Business Trading Structure Model with Agent-Based Simulation and Its Application to Real Data SICE Journal of Control, Measurement, and System Integration decentralized structure inter-business structure inter-business trading network agent-based simulation |
| title | Inter-Business Trading Structure Model with Agent-Based Simulation and Its Application to Real Data |
| title_full | Inter-Business Trading Structure Model with Agent-Based Simulation and Its Application to Real Data |
| title_fullStr | Inter-Business Trading Structure Model with Agent-Based Simulation and Its Application to Real Data |
| title_full_unstemmed | Inter-Business Trading Structure Model with Agent-Based Simulation and Its Application to Real Data |
| title_short | Inter-Business Trading Structure Model with Agent-Based Simulation and Its Application to Real Data |
| title_sort | inter business trading structure model with agent based simulation and its application to real data |
| topic | decentralized structure inter-business structure inter-business trading network agent-based simulation |
| url | http://dx.doi.org/10.9746/jcmsi.12.11 |
| work_keys_str_mv | AT taiseimukai interbusinesstradingstructuremodelwithagentbasedsimulationanditsapplicationtorealdata AT takaoterano interbusinesstradingstructuremodelwithagentbasedsimulationanditsapplicationtorealdata |