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Non-Convex Cost and Revenue Efficiency Analysis in Two-Stage Networks and Its Application to Iranian Airlines.

Authors :
Gerami, J.
Mozaffari, M. R.
Kamyab, P.
Source :
International Journal of Industrial Mathematics. Autumn2021, Vol. 13 Issue 4, p427-439. 13p.
Publication Year :
2021

Abstract

In the real word, the decision maker may want to use revenue and cost eficiency analysis for existing units compared to virtual units, traditional DEA models can no longer be used and FDH models must be used to evaluate the efficiency of decision-making units. In this paper, we develop the revenue and cost efficiency models based on the FDH model and obtain the efficiency scores based on pair wise comparisons. In the following, we will develop the proposed models for the two-stage network structure and obtain the desired scores of inputs and outputs by considering the input and output prices. An algorithm for measuring the revenue and cost efficiency is presented based on the ratio of inputs and outputs. Finally, we use the proposed algorithm to evaluate the efficiency of 13 airports in Iran with a two-stage network structure without considering the constraint of convexity and present the results of the research. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20085621
Volume :
13
Issue :
4
Database :
Academic Search Index
Journal :
International Journal of Industrial Mathematics
Publication Type :
Academic Journal
Accession number :
153809037