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  • 标题:Validation of Agent-based Approach for Simulating the Conversion to Organic Farming
  • 本地全文:下载
  • 作者:Črtomir Rozman ; Andrej Škraba ; Karmen Pažek
  • 期刊名称:Organizacija
  • 印刷版ISSN:1318-5454
  • 电子版ISSN:1581-1832
  • 出版年度:2017
  • 卷号:50
  • 期号:3
  • 页码:235-242
  • DOI:10.1515/orga-2017-0018
  • 语种:English
  • 出版社:Walter de Gruyter GmbH
  • 摘要: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.
  • 关键词:agent-based models ; organic farming ; system dynamics ; validation ; multimethod simulation
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