A dynamic DEA model for resource allocation (Q2214221)
From MaRDI portal
scientific article
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | A dynamic DEA model for resource allocation |
scientific article |
Statements
A dynamic DEA model for resource allocation (English)
0 references
7 December 2020
0 references
Summary: In this paper we discuss the inverse data envelopment analysis (DEA) in framework of dynamic DEA. This discussion is based on extending the non-radial enhanced Russell measure (ERM) model to framework of dynamic DEA. Also, necessary and sufficient conditions are established to characterising dynamically efficient paths using dynamic ERM-model. Simultaneous estimation of input and output levels are studied using ERM-model under inter-temporal dependence assumption. Necessary and sufficient conditions for simultaneous estimation of input and output levels are introduced based on Pareto solutions of multiple-objective linear programming problems. In addition, the performance of the proposed method is illustrated through an example in banking sector.
0 references
data envelopment analysis
0 references
DEA
0 references
inverse DEA
0 references
dynamic DEA
0 references
multiple objective linear programming
0 references
MOLP
0 references
enhanced Russell measure
0 references
ERM
0 references