Paper Information

Journal:   PRODUCTION AND OPERATIONS MANAGEMENT   fall 2018-winter 2019 , Volume 9 , Number 2 (17) #p00523; Page(s) 23 To 36.
 
Paper: 

Developing Dynamic Network DEA Approach and its Combination with Interval Type-2 Fuzzy Sets Theory Case of Passenger Airports’ Performance Based on Sustainability Principles

 
 
Author(s):  OLFAT LAYA*, AMIRI MAGHSOUD, BAMDAD SOUFI JAHANYAR, Pishdar Mahsa
 
* Faculty of Management and Accounting, Allameh Tabataba'i University, Tehran, Iran
 
Abstract: 
Fuzzy DEA methods have been introduced to deal with the fuzziness of variables. Although, some of these variables are affected by uncertainty and also information granularity, the membership function of fuzzy set is certain and this contrasts with the fuzzy concept as a whole. Type-2 fuzzy sets are introduced because of this and their membership functions have the nature of fuzzy type-1. The calculations of type-2 fuzzy sets are very complicated. However, interval type-2 fuzzy sets which have the characteristics of type-2 fuzzy sets and do not add any complexity to the calculation process can be applied to deal with such a problem. That is why in this paper, it is explored that how an extension of interval type-2 fuzzy dynamic network DEA approach helps to measure airports’ sustainability. Sustainable airports play an irrefutable role in making transportation systems sustainable. Such an integrative approach in DEA models is unprecedented. So, this extension of DEA is valuable from both technical and conceptual aspects.
 
Keyword(s): Dynamic Network Data Envelopment Analysis,Interval type-2 fuzzy sets theory,Passengers airports,Sustainability
 
References: 
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