Supplier's goal setting considering sustainability: An uncertain dynamic Data Envelopment Analysis based benchmarking model
文献类型：期刊论文
| 作者 | Zhou, Xiaoyang1,2; Li, Linzi1; Wen, Haoyu1; Tian, Xin3,4; Wang, Shouyang2; Lev, Benjamin5 |
| 刊名 | INFORMATION SCIENCES
 |
| 出版日期 | 2021-02-04 |
| 卷号 | 545页码:44-64 |
| 关键词 | Goal setting Sustainability Uncertain dynamic DEA Fuzzy data |
| ISSN号 | 0020-0255 |
| DOI | 10.1016/j.ins.2020.07.074 |
| 英文摘要 | Because of the growing awareness of balancing the economy, the society and the environment, there has been an increased focus on goal setting under sustainable context. However, underperforming suppliers may set impractical goals that are difficult to achieve in the short term due to the poor information analysis, which could cause benchmarking difficulties. Therefore, rather than focusing on a single ultimate goal, this paper developed an implementable goal sequence for which a dynamic Data Envelopment Analysis based benchmarking model was developed as a multi-period process. The indicators that could not be directly measured using numerical values were incorporated into the model as fuzzy numbers, and based on efficiencies, the suppliers were divided into several layers. A method that identified supplier attractiveness and progress was then introduced to select the most appropriate goal in each layer for the goal sequence. A numerical example is provided that illustrated the feasibility and efficacy of the proposed method to successfully identify the inefficient suppliers and determine a goal sequence that had three attainable goals. The sensitivity analysis and comparisons revealed that the proposed model avoided selecting period-inefficient suppliers and provided a better benchmarking process. (C) 2020 Elsevier Inc. All rights reserved. |
| 资助项目 | National Natural Science Foundation of China[71871175] ; National Natural Science Foundation of China[71401093] ; National Natural Science Foundation of China[71932002] ; Innovative Talents Promotion Plan-Youth Science and Technology Star Project of Shaanxi Province[2019KJXX-031] ; China Postdoctoral Science Foundation[2018M640188] ; Fundamental Research Funds for the Central Universities ; Innovation Fund of Xidian University |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000592406000003 |
| 出版者 | ELSEVIER SCIENCE INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/57801]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Li, Linzi; Wen, Haoyu |
| 作者单位 | 1.Xidian Univ, Sch Econ & Management, Xian 710126, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 3.Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100190, Peoples R China 4.Chinese Acad Sci, Key Lab Big Data Min & Knowledge Management, Beijing 100190, Peoples R China 5.Drexel Univ, LeBow Coll Business, Philadelphia, PA 19104 USA |
| 推荐引用方式 GB/T 7714 | Zhou, Xiaoyang,Li, Linzi,Wen, Haoyu,et al. Supplier's goal setting considering sustainability: An uncertain dynamic Data Envelopment Analysis based benchmarking model[J]. INFORMATION SCIENCES,2021,545:44-64. |
| APA | Zhou, Xiaoyang,Li, Linzi,Wen, Haoyu,Tian, Xin,Wang, Shouyang,&Lev, Benjamin.(2021).Supplier's goal setting considering sustainability: An uncertain dynamic Data Envelopment Analysis based benchmarking model.INFORMATION SCIENCES,545,44-64. |
| MLA | Zhou, Xiaoyang,et al."Supplier's goal setting considering sustainability: An uncertain dynamic Data Envelopment Analysis based benchmarking model".INFORMATION SCIENCES 545(2021):44-64. |
入库方式： OAI收割
来源：数学与系统科学研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。