Monzeli, Abbasali, Daneshian, B, Tohidi, G, Sanei, M, Razavian, Sh. (1401). Determining the practical frontier for decision-making units by developing a new additive model in the DEA. هنرهای کاربردی, 13(2), 253-263. doi: 10.22075/ijnaa.2022.25520.3040
Abbasali Monzeli; B Daneshian; G Tohidi; M Sanei; Sh Razavian. "Determining the practical frontier for decision-making units by developing a new additive model in the DEA". هنرهای کاربردی, 13, 2, 1401, 253-263. doi: 10.22075/ijnaa.2022.25520.3040
Monzeli, Abbasali, Daneshian, B, Tohidi, G, Sanei, M, Razavian, Sh. (1401). 'Determining the practical frontier for decision-making units by developing a new additive model in the DEA', هنرهای کاربردی, 13(2), pp. 253-263. doi: 10.22075/ijnaa.2022.25520.3040
Monzeli, Abbasali, Daneshian, B, Tohidi, G, Sanei, M, Razavian, Sh. Determining the practical frontier for decision-making units by developing a new additive model in the DEA. هنرهای کاربردی, 1401; 13(2): 253-263. doi: 10.22075/ijnaa.2022.25520.3040

Determining the practical frontier for decision-making units by developing a new additive model in the DEA

International Journal of Nonlinear Analysis and Applications
مقاله 24، دوره 13، شماره 2، مهر 2022، صفحه 253-263    اصل مقاله (433.65 K)
نوع مقاله: Research Paper
شناسه دیجیتال (DOI): 10.22075/ijnaa.2022.25520.3040
نویسندگان
Abbasali Monzeli1؛ B Daneshian* 1؛ G Tohidi1؛ M Sanei1؛ Sh Razavian2
1Department of Mathematics, Central Tehran Branch, Islamic Azad University, Tehran, Iran
2Department of Mathematics, South Tehran Branch, Islamic Azad University, Tehran, Iran
چکیده
Data envelopment analysis (DEA) assigns a score to each unit of the decision-making units being analyzed indicating the efficiency or inefficiency of that unit over the other units. However, in the early DEA models, there is no strategy to improve the efficiency of the efficient units. Therefore, in Paradi & Sowlati's (2004) practical boundary theory, they tried to expand these models to increase the efficiency of the efficient decision-making units. They had a basis for improving performance to a certain extent, thus, they presented the P-DEA linear programming model to extend the efficiency of the efficient units. Because of the staff management in organizations, it is important to increase the efficiency units in order to improve the organization based on the possible changes in the level of input and output of decision-making units. This is done to produce newly advanced based on the efficiency of these new units. In this research, after studying the P-DEA model thoroughly, we identified its drawbacks and proposed a new method for determining the practical boundary by developing an additive model using an example.
کلیدواژه‌ها
Data envelopment analysis؛ Decision-making unit؛ Linear programming؛ practical boundary
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