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Agricultural Production Planning Using a Multicriteria Optimization Model

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  • Jadwiga Zarod

Abstract

Purpose: This study aims to plan agricultural production on a real farm in Poland using an optimization model. Design/Methodology/Approach: Factors, especially variable ones (the weather, economic conditions), make it difficult to plan production on a farm. It is not uncommon for a decision-maker to attempt at achieving several goals simultaneously. Solving such a problem is enabled by a linear-dynamic, multicriteria optimization model. In this study, the optimization criteria related to agricultural income are agricultural production, and organic matter losses in the soil. The empirical material consists of real data on a farm located in the West Pomeranian Voivodeship (Poland). Findings: The solution of a multicriteria, linear-dynamic model has indicated a production structure that ensures correct crop rotation, timely performance of agrotechnical works, and meets the conditions for receiving EU subsidies. It also allowed the highest agricultural income and the largest production under given conditions to be obtained. In contrast, a positive balance of organic matter shows that the environment is not degraded. Practical Implications: Linear-dynamic, multicriteria optimization models can be an effective tool supporting farm production planning. Originality/Value: The model applied for this paper's needs is of high application value. It can be used for crop cultivation farms or mixed production farms for determining alternative plans.

Suggested Citation

  • Jadwiga Zarod, 2020. "Agricultural Production Planning Using a Multicriteria Optimization Model," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 481-490.
  • Handle: RePEc:ers:journl:v:xxiii:y:2020:i:4:p:481-490
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    1. Yaser Taghinezhad, 2019. "Optimisation model for a chain logistics problem involving chilled food under conditions of uncertainty," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 29(2), pages 103-116.
    2. A. Maron & M. Maron, 2019. "Minimizing the Maximum Risk of Currency Conversion for a Company Buying Abroad," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 59-67.
    3. Basil Manos & Pathena Chatzinikolaou & Fedra Kiomourtzi, 2015. "Sustainable planning of agricultural production," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 9(1), pages 65-80.
    4. de Juan, J. A. & Tarjuelo, J. M. & Ortega, J. F. & Valiente, M. & Carrion, P., 1999. "Management of water consumption in agriculture: A model for the economic optimisation of water use: application to a sub-humid area," Agricultural Water Management, Elsevier, vol. 40(2-3), pages 303-313, May.
    5. Agata Sielska, 2015. "The impact of weights on the quality of agricultural producers' multicriteria decision models," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 25(4), pages 51-69.
    6. Tadeusz Galanc & Wiktor Kołwzan & Jerzy Pieronek, 2016. "Informatics systems of decision support and analysis of their security," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 26(1), pages 45-53.
    7. Sara Rodríguez & Victor Albornoz & Lluís Plà, 2009. "A two-stage stochastic programming model for scheduling replacements in sow farms," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 17(1), pages 171-189, July.
    8. Riesgo, Laura & Gomez-Limon, Jose A., 2006. "Multi-criteria policy scenario analysis for public regulation of irrigated agriculture," Agricultural Systems, Elsevier, vol. 91(1-2), pages 1-28, November.
    9. Barbara Glensk & Reinhard Madlener, 2013. "Multi-period portfolio optimization of power generation assets," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 23(4), pages 20-38.
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    More about this item

    Keywords

    Agricultural income; agricultural production; soil organic matter balance; multi-criteria optimization model.;
    All these keywords.

    JEL classification:

    • C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory
    • D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis

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