دانشگاه آزاد اسلامی واحد علوم و تحقیقات

 آمار

تعداد نشریات50
تعداد شماره‌ها2,232
تعداد مقالات20,476
تعداد مشاهده مقاله25,279,517
تعداد دریافت فایل اصل مقاله22,932,340
Shariatmadari Serkani, Elahe, Hosseinzadeh Lotfi,, Farhad, Najafi, , Esmaeil, Ahadzadeh Namin, , Mahnaz. (1399). Efficiency measurement for hierarchical network systems by Network DEA-Fuzzy ANP hybrid model. , (), -.
Elahe Shariatmadari Serkani; Farhad Hosseinzadeh Lotfi,; , Esmaeil Najafi; , Mahnaz Ahadzadeh Namin. "Efficiency measurement for hierarchical network systems by Network DEA-Fuzzy ANP hybrid model". , , , 1399, -.
Shariatmadari Serkani, Elahe, Hosseinzadeh Lotfi,, Farhad, Najafi, , Esmaeil, Ahadzadeh Namin, , Mahnaz. (1399). 'Efficiency measurement for hierarchical network systems by Network DEA-Fuzzy ANP hybrid model', , (), pp. -.
Shariatmadari Serkani, Elahe, Hosseinzadeh Lotfi,, Farhad, Najafi, , Esmaeil, Ahadzadeh Namin, , Mahnaz. Efficiency measurement for hierarchical network systems by Network DEA-Fuzzy ANP hybrid model. , 1399; (): -.

Efficiency measurement for hierarchical network systems by Network DEA-Fuzzy ANP hybrid model

Journal of New Researches in Mathematics
مقالات آماده انتشار، پذیرفته شده، انتشار آنلاین از تاریخ 04 اسفند 1399  XML
نوع مقاله: research paper
نویسندگان
Elahe Shariatmadari Serkani1؛ Farhad Hosseinzadeh Lotfi,orcid 2؛ , Esmaeil Najafi email orcid 3؛ , Mahnaz Ahadzadeh Namin4
1Department of Industrial Engineering, Science and Research branch, Islamic Azad University, Tehran, Iran
2Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran
3Department of industrial engineering, Science and Research branch, Islamic Azad University, Tehran, Iran
4Department of Mathematics, Shahr-e-Qods Branch, Islamic Azad University, Tehran, Iran
چکیده
Universities, like any other organization, urgently need evaluation system to be aware of the desirability of their activities. In this paper, by using a new hybrid model based on the fuzzy set & Analysis Network Process (FANP) and Network Data Envelopment Analysis (NDEA) technique, evaluation of efficiency and ranking is executed. The method is obtaining the weights of the distributed inputs by the FANP model and then using these weights in the NDEA model.
Nine basic sciences faculties of Islamic azad university are considered as decision- making units (DMUs) and the efficiency of these DMUs is investigated in both educational and research areas during 2009-2010. In the model the hierarchical structure of the faculty is drawn then groups of mathematical and statistics, biology, chemistry, physics have been studied and input and output indicators are determined. The efficiency of the DMUs is determined by the FANP-NDEA model and classic DEA method and the results are compared with classic DEA. The results of the efficiency calculation using DEA method show the efficiency of each DMUs is equal to one and there is no ranking between the DMUs. Using DEA, DMUs are considered as a black-box where inputs transformed into output, meaning its internal structure is not considered. The FANP-NDEA model is able to consider the total efficiency of the DMU as well as the internal efficiency of the units by considering intermediate products and common inputs. Furthermore, by using this tool, managers can identify potential candidates as the best as best patterns.
کلیدواژه‌ها
Efficiency؛ Network Data Envelopment Analysis (NDEA)؛ Fuzzy Analytical Network Process (FANP)؛ Fuzzy Set Hierarchy Structure
آمار
تعداد مشاهده مقاله: 183


سامانه مدیریت نشریات علمی. قدرت گرفته از سیناوب