An Approach in Solving Data Envelopment Analysis with Stochastic Data

被引:0
|
作者
Nafei, Amir Hossein [1 ,2 ]
Azizi, Seyed Mohammad Esmaeil Pourmohammad [1 ,2 ]
Ghasempour, Rajab Ali [1 ,2 ]
机构
[1] Semnan Univ, Dept Math, Semnan, Iran
[2] Allameh Tabatabaei Univ, Dept Math, Tehran, Iran
关键词
Data envelopment analysis; Stochastic programing; Stochastic input and output; Interval data; EFFICIENCY;
D O I
10.1007/978-3-319-66514-6_17
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The importance and necessity of the data envelopment analysis as a relevant and effective instrument in investigation of the performance of units studied such as banks and so forth is an evident issue. One of the main issues we encounter is envelope analysis of data with random variable values. In this research, by explaining the general model of the data envelopment analysis models and inspired by how to work on interval input/output, there would a solution for random state provided. In fact, the interval the random variable varies in is considered and using envelope analysis on interval data, we will determine the effective unit.
引用
收藏
页码:154 / 162
页数:9
相关论文
共 50 条
  • [31] A fuzzy data envelopment analysis approach for fmea
    Garcia, PAA
    Schirru, R
    Melo, PFFE
    PROGRESS IN NUCLEAR ENERGY, 2005, 46 (3-4) : 359 - 373
  • [32] Fuzzy data envelopment analysis: A discrete approach
    Angiz L, Majid Zerafat
    Emrouznejad, Ali
    Mustafa, Adli
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (03) : 2263 - 2269
  • [33] A multiple criteria approach to data envelopment analysis
    Li, XB
    Reeves, GR
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1999, 115 (03) : 507 - 517
  • [34] Fuzzy data envelopment analysis: An adjustable approach
    Peykani, Pejman
    Mohammadi, Emran
    Emrouznejad, Ali
    Pishvaee, Mir Saman
    Rostamy-Malkhalifeh, Mohsen
    EXPERT SYSTEMS WITH APPLICATIONS, 2019, 136 : 439 - 452
  • [35] A data envelopment analysis approach for ranking journals
    Rosenthal, Edward C.
    Weiss, Howard J.
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2017, 70 : 135 - 147
  • [36] THE INFLUENCE CURVE APPROACH IN DATA ENVELOPMENT ANALYSIS
    SENGUPTA, JK
    MATHEMATICAL PROGRAMMING, 1991, 52 (01) : 147 - 166
  • [37] Influence curve approach in data envelopment analysis
    Sengupta, Jati K.
    Mathematical Programming, Series B, 1991, 52 (01): : 147 - 166
  • [38] A fully fuzzy approach to data envelopment analysis
    Kazemi, Mostafa
    Alimi, Amir
    JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE-JMCS, 2014, 11 (03): : 238 - 245
  • [39] A coherent approach to Bayesian Data Envelopment Analysis
    Tsionas, Mike G.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2020, 281 (02) : 439 - 448
  • [40] A fuzzy ranking approach to data envelopment analysis
    Lee, Hsuan-Shih
    Shen, Pei-Di
    Chyr, Wen-Li
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS: KES 2007 - WIRN 2007, PT II, PROCEEDINGS, 2007, 4693 : 1285 - 1292