INTEGRATION OF INPUT - OUTPUT APPROACH INTO AGENT-BASED MODELING. PART 1. METHODOLOGICAL PRINCIPLES
The article presents a comparison of the Agent-Based Multiregional Input-Output Model (ABMIOM) of the Russian economy and a small-size version of the Optimization Multiregional Input-Output Model (OMIOM) from the per-spective of their possible integration for spatial economic research. These models...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | Russian |
| Published: |
Novosibirsk State University Press
2017-03-01
|
| Series: | Mir Èkonomiki i Upravleniâ |
| Subjects: | |
| Online Access: | https://nsu.ru/ef/vestnik_ngu_ef/2017_1_7 |
| _version_ | 1811208697338134528 |
|---|---|
| author | Domozhirov D. A. Ibragimov N. M. Melnikova L. V. Tsyplakov A. A. |
| author_facet | Domozhirov D. A. Ibragimov N. M. Melnikova L. V. Tsyplakov A. A. |
| author_sort | Domozhirov D. A. |
| collection | DOAJ |
| description | The article presents a comparison of the Agent-Based Multiregional Input-Output Model (ABMIOM) of the Russian economy and a small-size version of the Optimization Multiregional Input-Output Model (OMIOM) from the per-spective of their possible integration for spatial economic research. These models share many similar features, technically and conceptually. The two models regard the economy as a complex system of interdependent compo-nents; both have the same spatial and sectoral structure, similar production technologies. Both allow to perform a structural analysis of processes taking place in the economy in terms of industries and territories. The former is a simulation model, the latter is a linear optimization model; their major differ-ences relate to the methods of modeling the market and price mechanisms and of representing the space. We propose to use a spatial input-output model based on the real data as the source of disaggregated information at the stage of initialization of agent-based models, which opens opportunities of gradual turning them into an experimentation area for the real economy, rather than an instrument for an analysis of an artificial economy. |
| first_indexed | 2024-04-12T04:27:09Z |
| format | Article |
| id | doaj.art-b1ac8ce93d844238b663d463265234e9 |
| institution | Directory Open Access Journal |
| issn | 2542-0429 2542-0429 |
| language | Russian |
| last_indexed | 2024-04-12T04:27:09Z |
| publishDate | 2017-03-01 |
| publisher | Novosibirsk State University Press |
| record_format | Article |
| series | Mir Èkonomiki i Upravleniâ |
| spelling | doaj.art-b1ac8ce93d844238b663d463265234e92022-12-22T03:48:04ZrusNovosibirsk State University PressMir Èkonomiki i Upravleniâ2542-04292542-04292017-03-0117 (1)869910.25205/2542-0429-2017-17-1-86-99INTEGRATION OF INPUT - OUTPUT APPROACH INTO AGENT-BASED MODELING. PART 1. METHODOLOGICAL PRINCIPLESDomozhirov D. A.0Ibragimov N. M.1Melnikova L. V.2Tsyplakov A. A.3Novosibirsk State University; Institute of Economics and Industrial Engineering SB RASNovosibirsk State University; Institute of Economics and Industrial Engineering SB RASNovosibirsk State University; Institute of Economics and Industrial Engineering SB RASNovosibirsk State University; Institute of Economics and Industrial Engineering SB RASThe article presents a comparison of the Agent-Based Multiregional Input-Output Model (ABMIOM) of the Russian economy and a small-size version of the Optimization Multiregional Input-Output Model (OMIOM) from the per-spective of their possible integration for spatial economic research. These models share many similar features, technically and conceptually. The two models regard the economy as a complex system of interdependent compo-nents; both have the same spatial and sectoral structure, similar production technologies. Both allow to perform a structural analysis of processes taking place in the economy in terms of industries and territories. The former is a simulation model, the latter is a linear optimization model; their major differ-ences relate to the methods of modeling the market and price mechanisms and of representing the space. We propose to use a spatial input-output model based on the real data as the source of disaggregated information at the stage of initialization of agent-based models, which opens opportunities of gradual turning them into an experimentation area for the real economy, rather than an instrument for an analysis of an artificial economy.https://nsu.ru/ef/vestnik_ngu_ef/2017_1_7агент-ориентированная модельтаблица «затраты - выпуск»межрегиональные связиagent-based modelinput - output tableinterregional links |
| spellingShingle | Domozhirov D. A. Ibragimov N. M. Melnikova L. V. Tsyplakov A. A. INTEGRATION OF INPUT - OUTPUT APPROACH INTO AGENT-BASED MODELING. PART 1. METHODOLOGICAL PRINCIPLES Mir Èkonomiki i Upravleniâ агент-ориентированная модель таблица «затраты - выпуск» межрегиональные связи agent-based model input - output table interregional links |
| title | INTEGRATION OF INPUT - OUTPUT APPROACH INTO AGENT-BASED MODELING. PART 1. METHODOLOGICAL PRINCIPLES |
| title_full | INTEGRATION OF INPUT - OUTPUT APPROACH INTO AGENT-BASED MODELING. PART 1. METHODOLOGICAL PRINCIPLES |
| title_fullStr | INTEGRATION OF INPUT - OUTPUT APPROACH INTO AGENT-BASED MODELING. PART 1. METHODOLOGICAL PRINCIPLES |
| title_full_unstemmed | INTEGRATION OF INPUT - OUTPUT APPROACH INTO AGENT-BASED MODELING. PART 1. METHODOLOGICAL PRINCIPLES |
| title_short | INTEGRATION OF INPUT - OUTPUT APPROACH INTO AGENT-BASED MODELING. PART 1. METHODOLOGICAL PRINCIPLES |
| title_sort | integration of input output approach into agent based modeling part 1 methodological principles |
| topic | агент-ориентированная модель таблица «затраты - выпуск» межрегиональные связи agent-based model input - output table interregional links |
| url | https://nsu.ru/ef/vestnik_ngu_ef/2017_1_7 |
| work_keys_str_mv | AT domozhirovda integrationofinputoutputapproachintoagentbasedmodelingpart1methodologicalprinciples AT ibragimovnm integrationofinputoutputapproachintoagentbasedmodelingpart1methodologicalprinciples AT melnikovalv integrationofinputoutputapproachintoagentbasedmodelingpart1methodologicalprinciples AT tsyplakovaa integrationofinputoutputapproachintoagentbasedmodelingpart1methodologicalprinciples |