COMPARISON OF GENETIC ALGORITHM AND AUTO-REGRESSIVE DISTRIBUTED LAG METHOD IN ESTIMATING PRODUCTION FUNCTION OF IRANIAN AGRICULTURE

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NEGARCHI S.; ZARE MEHJERDI M.R.; MEHRABI BOSHRABADI H.; NEZAMABADI POUR H.

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Paper Information

Journal: JOURNAL OF AGRICULTURAL ECONOMICS RESEARCH Year:2012 | Volume:4 | Issue:1 (13) Page(s): 43-63

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Title

COMPARISON OF GENETIC ALGORITHM AND AUTO-REGRESSIVE DISTRIBUTED LAG METHOD IN ESTIMATING PRODUCTION FUNCTION OF IRANIAN AGRICULTURE

Author(s)

NEGARCHI S. | ZARE MEHJERDI M.R. | MEHRABI BOSHRABADI H. | NEZAMABADI POUR H. | Issue Writer Certificate

Keywords

GENETIC ALGORITHMQ2

ARDLQ2

AGRICULTURAL PRODUCTIONQ2

IRANQ2

Abstract

Several studies have estimated production function in agriculture. Most of them have used econometric methods. Recently, the heuristic algorithms have been widely used in optimization problems. In this paper, GENETIC ALGORITHM model compared with Auto regressive distributed lag approach to estimate production function in agriculture. Time series data related to agricultural value added, labor, energy and capital was used for 1978-2008. Comparing the results of two methods based on two criteria of Root Mean Square Error and Coefficient of Determination indicated that GENETIC ALGORITHM was more suitable than ARDL approach for estimating production function.

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APA: Copy

NEGARCHI, S., ZARE MEHJERDI, M.R., MEHRABI BOSHRABADI, H., & NEZAMABADI POUR, H.. (2012). COMPARISON OF GENETIC ALGORITHM AND AUTO-REGRESSIVE DISTRIBUTED LAG METHOD IN ESTIMATING PRODUCTION FUNCTION OF IRANIAN AGRICULTURE. JOURNAL OF AGRICULTURAL ECONOMICS RESEARCH, 4(1 (13)), 43-63. SID. https://sid.ir/paper/158755/en

Vancouver: Copy

NEGARCHI S., ZARE MEHJERDI M.R., MEHRABI BOSHRABADI H., NEZAMABADI POUR H.. COMPARISON OF GENETIC ALGORITHM AND AUTO-REGRESSIVE DISTRIBUTED LAG METHOD IN ESTIMATING PRODUCTION FUNCTION OF IRANIAN AGRICULTURE. JOURNAL OF AGRICULTURAL ECONOMICS RESEARCH[Internet]. 2012;4(1 (13)):43-63. Available from: https://sid.ir/paper/158755/en

IEEE: Copy

S. NEGARCHI, M.R. ZARE MEHJERDI, H. MEHRABI BOSHRABADI, and H. NEZAMABADI POUR, “COMPARISON OF GENETIC ALGORITHM AND AUTO-REGRESSIVE DISTRIBUTED LAG METHOD IN ESTIMATING PRODUCTION FUNCTION OF IRANIAN AGRICULTURE,” JOURNAL OF AGRICULTURAL ECONOMICS RESEARCH, vol. 4, no. 1 (13), pp. 43–63, 2012, [Online]. Available: https://sid.ir/paper/158755/en

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