Evaluation efficiency of the internal structure of decision making units in the past, present and future using dynamic network data envelopment analysis and artificial neural network

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

Niknafs Javad; KERAMATI MOHAMMAD ALI; haghighatmonfared jalal

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: MODIRIAT-E-FARDA Year:2019 | Volume:18 | Issue:59 Page(s): 87-100

Download Full-Text

Persian Verion

View:

261

Download:

Cites:

Information Journal Paper

Title

Evaluation efficiency of the internal structure of decision making units in the past, present and future using dynamic network data envelopment analysis and artificial neural network

Author(s)

Niknafs Javad | KERAMATI MOHAMMAD ALI | haghighatmonfared jalal | Issue Writer Certificate

Keywords

Network data envelopment analysisQ1

dynamic network data envelopment analysisQ1

artificial neural networkQ2

evaluation efficiencyQ1

bankQ2

Abstract

Network data envelopment analysis models and dynamic Network data envelopment analysis models cannot evaluated the future performance of the internal structure of decision-making units. In other words, all NDEA and DNDEA models evaluate the past performance of their DMUs and their internal structure, and measure their efficiency and inefficiency, and ultimately rank them based on that assessment. In this paper, we are going to evaluation the future efficiency of deposit and lending sections in bank branches. In order to notified inefficiencies in the internal structure of a unit before the occurrence, we will prevent it. This approach can change the role of managers from the evaluator to the planner. First, using the literature of the subject and opinion of the experts, the structure of the bank branches and the network variables were determined. Then, the values of variables are forecasted using the artificial neural network for the next two periods. Finally, a DNDEA model is formulated using the values of past periods and predicted values. Using its efficiency, its branches and its internal structure have been evaluated in the past, present and future.

Cites

No record.

References

No record.

Cite

APA: Copy

Niknafs, Javad, KERAMATI, MOHAMMAD ALI, & haghighatmonfared, jalal. (2019). Evaluation efficiency of the internal structure of decision making units in the past, present and future using dynamic network data envelopment analysis and artificial neural network. MODIRIAT-E-FARDA, 18(59 ), 87-100. SID. https://sid.ir/paper/386063/en

Vancouver: Copy

Niknafs Javad, KERAMATI MOHAMMAD ALI, haghighatmonfared jalal. Evaluation efficiency of the internal structure of decision making units in the past, present and future using dynamic network data envelopment analysis and artificial neural network. MODIRIAT-E-FARDA[Internet]. 2019;18(59 ):87-100. Available from: https://sid.ir/paper/386063/en

IEEE: Copy

Javad Niknafs, MOHAMMAD ALI KERAMATI, and jalal haghighatmonfared, “Evaluation efficiency of the internal structure of decision making units in the past, present and future using dynamic network data envelopment analysis and artificial neural network,” MODIRIAT-E-FARDA, vol. 18, no. 59 , pp. 87–100, 2019, [Online]. Available: https://sid.ir/paper/386063/en

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans

No record.

Recommended Workshops