Zhuoran Li, Yuming Zhu, Xiaohai Weng, Qingye Han, F. Lyu
{"title":"A Combined Evaluation Model for Competitiveness Assessment of Private Science and Technology Parks in China","authors":"Zhuoran Li, Yuming Zhu, Xiaohai Weng, Qingye Han, F. Lyu","doi":"10.1109/IEEM50564.2021.9672778","DOIUrl":null,"url":null,"abstract":"This paper established a combined evaluation model to assess the competitiveness of Private Science and Technology Parks (PSTPs) in China to support their scientific development. More specifically, the evaluation index system is identified according to the previous study. Three commonly used methods, including Grey Relational Analysis (GRA), Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), and Principal Components Analysis (PCA), are utilized to obtain each evaluation result. Considering the inconsistency of the above results, this paper conducted a combined evaluation method to gain a more scientific and reasonable result. Finally, a numerical example was taken to show the effectiveness of the proposed model.","PeriodicalId":6818,"journal":{"name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"51 1","pages":"513-517"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEEM50564.2021.9672778","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
This paper established a combined evaluation model to assess the competitiveness of Private Science and Technology Parks (PSTPs) in China to support their scientific development. More specifically, the evaluation index system is identified according to the previous study. Three commonly used methods, including Grey Relational Analysis (GRA), Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), and Principal Components Analysis (PCA), are utilized to obtain each evaluation result. Considering the inconsistency of the above results, this paper conducted a combined evaluation method to gain a more scientific and reasonable result. Finally, a numerical example was taken to show the effectiveness of the proposed model.
本文建立了中国民营科技园区竞争力的综合评价模型,以支持民营科技园区的科学发展。更具体地说,根据前面的研究确定了评价指标体系。利用灰色关联分析法(GRA)、TOPSIS法(Order Preference Technique of Similarity to Ideal Solution)和主成分分析法(PCA)三种常用的评价方法得到评价结果。考虑到上述结果的不一致性,本文采用了综合评价方法,以获得更科学合理的评价结果。最后,通过数值算例验证了该模型的有效性。