Big dataPerformanceProductivityEfficiencyComposite indexTransportationThis paper proposes that data envelopment analysis (DEA) should be viewed as a method (or tool) for data-oriented analytics in performance evaluation and benchmarking. While computational algorithms have been developed to deal with large ...
Kao, C. (2014b). Network Data Envelopment Analysis with Fuzzy Data. In A. Emrouznejad & M. Tavana (Eds.), Performance Measurement with Fuzzy Data Envelopment Analysis (Vol. 309, pp. 191-206): Springer Berlin Heidelberg.Kao, C. (2014b), "Network data envelopment analysis with fuzzy ...
Data envelopment analysis (DEA) proposed by Charnes et al. (1978) is a non-parametric approach for the assessment of relative efficiency of a set of homogeneous decision-making units (DMUs) that use several inputs to produce several outputs. However, as discussed in many DEA studies, DMUs ca...
This paper utilized network data envelopment analysis to evaluate the overall and two substage efficiencies of China's healthcare system in each of its province after the implementation of the healthcare reform. Tobit regression was performed to analyze the factors that affect the overall efficiency ...
摘要: Data Envelopment Analysis (DEA) has traditionally been used to measure the performance of production systems in terms of efficiency in converting inputs into outputs. In this paper, we present a novel关键词: Design for the environment Network DEA Design performance evaluation ...
To this end, a data envelopment analysis (DEA) approach, known as Network DEA, is used, which encompasses the different processes and subprocesses that take place within these institutions. In all, the evaluation considers eleven variables organized in three distinct stages, which reflect the ...
Supply chain performance evaluation problems are evaluated using data envelopment analysis. This paper proposes a fuzzy network epsilon-based data envelopment analysis for supply chain performance evaluation. In the common data envelopment analysis models which are used for evaluation of decision-maker units...
Network data envelopment analysis (DEA) concerns using the DEA technique to measure the relative efficiency of a system, taking into account its internal s... C Kao - 《European Journal of Operational Research》 被引量: 183发表: 2014年 Integrated data envelopment analysis: Global vs. local opti...
Also, the results reveal that the discriminatory power of robust NDEA approach is more than the discriminatory power of deterministic NDEA models. 展开 关键词: Mutual fund Network data envelopment analysis Robust optimization Extended two-stage structure Uncertainty 年份: 2024 ...
Adaption of Network Data Envelopment Analysis models to Free Disposal Hull models. • Proposing enumeration methods to compute the efficiency scores of units. • Construction models with the same and the different optimal peers for both stages. ...