Performance ranking of units considering ideal and anti-ideal DMU with common weights |
| |
Authors: | Jiasen Sun Jie Wu Dong Guo |
| |
Institution: | 1. School of Management, University of Science and Technology of China, Hefei 230026, PR China;2. Department of Mathematics, Hefei Electronic Engineering Institute, 460 Huangshan Road, Hefei, Anhui 230037, PR China |
| |
Abstract: | A characteristic of traditional DEA CCR mode is that it allows DMUs to measure their maximum efficiency score with the most favorable weights. Thus, it would have some shortcomings, for example, the efficiencies of different DMUs obtained by different sets of weights may be unable to be compared and ranked on the same basis. Besides, there are always more than one DMU to be evaluated as efficient because of the flexibility in the selection of weights; it would cause the situation that all DMUs cannot be fully discriminated. With the research gaps, in this paper, we propose two models considering ideal and anti-ideal DMU to generate common weights for performance evaluation and ranking. Finally, two examples of Asian lead frame firms and flexible manufacturing systems are illustrated to examine the validity of the proposed methods. |
| |
Keywords: | Data envelopment analysis (DEA) Common weights Ranking |
本文献已被 ScienceDirect 等数据库收录! |
|