OPTIMIZATION OF ENERGY CONSUMPTION IN THE PRODUCTION OF WARM WATER FISH USING THE DATA ENVELOPMENT ANALYSIS AND GENETIC ALGORITHM

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AKRAM ASADOLLAH; Khanali Majid; GOLCHEIN SEPEDEH; HOSSEINZADEH BNDBAFHA HOMA

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Journal: Journal of Fisheries Year:2017 | Volume:69 | Issue:4 Page(s): 431-442

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Title

OPTIMIZATION OF ENERGY CONSUMPTION IN THE PRODUCTION OF WARM WATER FISH USING THE DATA ENVELOPMENT ANALYSIS AND GENETIC ALGORITHM

Author(s)

AKRAM ASADOLLAH | Khanali Majid | GOLCHEIN SEPEDEH | HOSSEINZADEH BNDBAFHA HOMA | Issue Writer Certificate

Keywords

WARM WATER FISHQ2

OPTIMIZATIONQ2

DATA ENVELOPMENT ANALYSISQ2

GENETIC ALGORITHMQ2

GUILAN PROVINCEQ2

Abstract

Technical management in agricultural productions is a key factor for increasing the yield and reducing the cost of production. For this purpose, the technical efficiency of WARM WATER FISH farms was assessed during growing season 2014. The required information was collected from 57 growers by using questionnaires. DATA ENVELOPMENT ANALYSIS and GENETIC ALGORITHM were applied to analyze the information. The results of DATA ENVELOPMENT ANALYSIS showed that the total energy consumption in optimum situation is 158515.5 MJ ha-1. The highest save of energy among inputs in optimum situation (without any output reduction) belongs to fish input (9.27%). Based on the GENETIC ALGORITHM results in optimum situation the total energy need is 43766.51 MJ ha-1 (with 26% energy saving).

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APA: Copy

AKRAM, ASADOLLAH, Khanali, Majid, GOLCHEIN, SEPEDEH, & HOSSEINZADEH BNDBAFHA, HOMA. (2017). OPTIMIZATION OF ENERGY CONSUMPTION IN THE PRODUCTION OF WARM WATER FISH USING THE DATA ENVELOPMENT ANALYSIS AND GENETIC ALGORITHM. JOURNAL OF FISHERIES (IRANIAN JOURNAL OF NATURAL RESOURCES), 69(4 ), 431-442. SID. https://sid.ir/paper/162199/en

Vancouver: Copy

AKRAM ASADOLLAH, Khanali Majid, GOLCHEIN SEPEDEH, HOSSEINZADEH BNDBAFHA HOMA. OPTIMIZATION OF ENERGY CONSUMPTION IN THE PRODUCTION OF WARM WATER FISH USING THE DATA ENVELOPMENT ANALYSIS AND GENETIC ALGORITHM. JOURNAL OF FISHERIES (IRANIAN JOURNAL OF NATURAL RESOURCES)[Internet]. 2017;69(4 ):431-442. Available from: https://sid.ir/paper/162199/en

IEEE: Copy

ASADOLLAH AKRAM, Majid Khanali, SEPEDEH GOLCHEIN, and HOMA HOSSEINZADEH BNDBAFHA, “OPTIMIZATION OF ENERGY CONSUMPTION IN THE PRODUCTION OF WARM WATER FISH USING THE DATA ENVELOPMENT ANALYSIS AND GENETIC ALGORITHM,” JOURNAL OF FISHERIES (IRANIAN JOURNAL OF NATURAL RESOURCES), vol. 69, no. 4 , pp. 431–442, 2017, [Online]. Available: https://sid.ir/paper/162199/en

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