| Naslov: | Validation of agent-based approach for simulating the conversion to organic farming |
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| Avtorji: | ID Rozman, Črtomir (Avtor)
ID Škraba, Andrej (Avtor)
ID Pažek, Karmen (Avtor)
ID Kofjač, Davorin (Avtor) |
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| Datoteke: |  Organizacija_2017_Rozman_et_al._Validation_of_Agent-based_Approach_for_Simulating_the_Conversion_to_Organic_Farming.pdf (798,59 KB)
MD5: B6D1D4F603BADD8AD17C02186704AC7D
PID: 20.500.12556/dkum/63d80659-fbf7-4812-803c-a2f56bc32e09
 http://www.degruyter.com/view/j/orga.2017.50.issue-3/orga-2017-0018/orga-2017-0018.xml
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| Jezik: | Angleški jezik |
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| Vrsta gradiva: | Znanstveno delo |
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| Tipologija: | 1.01 - Izvirni znanstveni članek |
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| Organizacija: | FKBV - Fakulteta za kmetijstvo in biosistemske vede
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| Opis: | Background and Purpose: The purpose of this study is to describe the principles of the development of parallel system-dynamics and agent-based models of organic farming for the case of Slovenia. The advantage of agent-based modeling is demonstrated by including geospatial information as an agent attribute. The models were compared by the validation, confirming the appropriate level of similarity.
Design/Methodology/Approach: Both system-dynamics and agent-based modeling approaches were applied. Statistical methods were used in the validation.
Results: The results of the validation confirm the appropriateness of the proposed agent-based model. Introducing additional attributes into the agent-based model provides an important advantage over the system-dynamics model, which serves as the paradigmatic example.
Conclusion: A thorough validation and comparison of the results of the system-dynamics and agent-based models indicates the proper approach to combining the methodologies. This approach is promising, because it enables the modeling of the entire agricultural sector, taking each particular farm into account. |
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| Ključne besede: | agent-based models, organic farming, system dynamics, validation, multimethod simulation |
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| Status publikacije: | Objavljeno |
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| Verzija publikacije: | Objavljena publikacija |
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| Leto izida: | 2017 |
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| Št. strani: | str. 235-243 |
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| Številčenje: | Letn. 50, št. 3 |
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| PID: | 20.500.12556/DKUM-67890  |
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| ISSN: | 1318-5454 |
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| UDK: | 631.147:004.414.23 |
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| COBISS.SI-ID: | 4343084 |
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| DOI: | 10.1515/orga-2017-0018 |
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| ISSN pri članku: | 1318-5454 |
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| NUK URN: | URN:SI:UM:DK:HKBLFVEA |
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| Datum objave v DKUM: | 01.09.2017 |
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| Število ogledov: | 1956 |
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| Število prenosov: | 457 |
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| Metapodatki: |    |
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| Področja: | Ostalo
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