Resource allocation problems in data envelopment analysis with simultaneous shared costs and common revenue
الموضوعات : International Journal of Data Envelopment Analysis
Kaveh Khalili-Damghani
1
(Department of Industrial Engineering
Faculty of Industrial Engineering
South-Tehran Branch
Islamic Azad University
Tehran, Iran)
Farzin Noorzadeh
2
(Department of Industrial Engineering
South Tehran Branch
‎ Islamic Azad University
Tehran, Iran)
ARASH Apornak
3
(Department of industrial engineering, University of Tehran)
الکلمات المفتاحية: Data Envelopment Analysis, Modified Russell model, Resource Allocation, Equitable allocation of shared cost, Equitable allocation of common revenue,
ملخص المقالة :
Allocating fixed shared cost and common revenue equitably to all decision making units (DMUs) ‎are two interesting issues in resource allocation using data envelopment analysis (DEA). The ‎existing methods have accomplished these distinctively. In this paper, we developed a single ‎dada envelopment analysis (DEA) approach for equitable allocation of shared costs to inputs and ‎common revenue to outputs, concurrently. The main contribution of this research in comparison ‎with existing methods are: 1) both allocation of shared costs to inputs and common revenue to ‎outputs are considered in a single model, simultaneously; 2) The computational efforts has been ‎reduced and no LP required to be solved; 3) simultaneous changes of inputs and outputs have ‎been considered in order to project a DMU towards efficient frontier. A numerical example, ‎adopted form literature, is presented and discussed in order to illustrate the applicability and ‎efficacy of proposed approach. ‎
