alternative ranking method in dynamic data envelopment analysis (ddea)
Authors
abstract
the motivation of this paper is to propose such equitable method for ranking all decision making units (dmus) in dynamic data envelopment analysis (ddea) framework. as far as we are aware there is not more studies in dynamic dea literature. what's more, in such cases the best operating unit is important to be sampled for the others in under evaluated time periods. however, in this special concept of dea, quasi-fixed inputs or intermediate products are the source of inter temporal dependence between consecutive periods. hence, in order to have suitable ranking for units operating in dynamic environment the minimum and maximum efficiency values of each dmu in dynamic state are computed. also, we assume that the sum of efficiency values of all dmus in dynamic state is equal to unity. thereafter, the rank of each dmu is determined through the combination of its maximum and minimum efficiency values. a real case of iranian gas companies highlights the applicability of the proposed method in dynamic framework.
similar resources
Alternative ranking method in Dynamic Data Envelopment Analysis (DDEA)
The motivation of this paper is to propose such equitable method for ranking all decision making units (DMUs) in dynamic Data Envelopment Analysis (DDEA) framework. As far as we are aware there is not more studies in dynamic DEA literature. What's more, in such cases the best operating unit is important to be sampled for the others in under evaluated time periods. However, in this special conce...
full textAn alternative transformation in ranking using l1-norm in data envelopment analysis
Jahanshahloo et al. (Appl Math Comput 153:215–224, 2004) propose a method for ranking extremely efficient decision making units (DMUs) in data envelopment analysis (DEA) using super-efficiency technique and l1-norm and they show that the presented method is able to eliminate the existing difficulties in some methods. This paper suggests an alternative transformation to convert the nonlinear mod...
full textA New Group Data Envelopment Analysis Method for Ranking Design Requirements in Quality Function Deployment
Data envelopment analysis (DEA) is an objective method for priority determination of decision making units (DMUs) with the same multiple inputs and outputs. DEA is an efficiency estimation technique, but it can be used for solving many problems of management such as rankig of DMUs. Many researchers have found similarity between DEA and MCDM techniques. One of the earliest techniques in MCDM is...
full textUtilizing Monte Carlo Method for Ranking Extreme Efficient Units in Data Envelopment Analysis
Data envelopment analysis (DEA) is a mathematical programming method for calculatingefficiency of decision making units (DMU). In calculating the efficiency score of unitsthrough DEA we may come up with some efficient units. But the question is among theseefficient units which of them is better. As we know, it is possible to rank inefficient unitsthrough efficiency score; however, for ranking e...
full textRanking Models in Data Envelopment Analysis
Traditional data envelopment analysis models split decision making units into two basic groups, efficient and inefficient. They are based on solving linear optimization problems and currently they represent very popular tool for efficiency and performance evaluation. Efficiency scores of inefficient units allows their ranking but efficient units cannot be ranked directly because of their maximu...
full textSupplier selection among alternative scenarios by Data envelopment analysis
A considerable problem in competitive trade world is choosing the best supply chain. As a result in much more serious circumstances of competitions looking for the best supplier for manufacturing, for preparing raw material, is very significant. Meantime suppliers have different scenarios to be fulfilled, such as changing selection variables like lead-time, transportation cost and transportatio...
full textMy Resources
Save resource for easier access later
Journal title:
iranian journal of optimizationPublisher: islamic azad university, rasht branch
ISSN
volume 3
issue 1 2015
Keywords
Hosted on Doprax cloud platform doprax.com
copyright © 2015-2023