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Subtitle:
Article type: Research Article
Authors: Mao, Lia; b; * | Qi, De-Yua
Affiliations: [a] Research Institute of Computer Systems, South China University of Technology, Guangzhou, Guangdong, China | [b] Department of Computer Science, Guang Dong Police Officer College, Guangzhou, Guangdong, China
Correspondence: [*] Corresponding author: Li Mao, Research Institute of Computer System, South China University of Technology, Guangzhou, Guangdong, China. E-mail:maoligdppla@gmail.com
Abstract: In this paper, we propose an integrated methodology of Fuzzy Analytic Hierarchy Process (FAHP) and Data Envelopment Analysis (DEA) in order to apply it to multivariate analysis and integrated evaluation. With FAHP method, the relative importance levels of different available indicators are determined. And the DEA model is used to obtain the efficiency performances of the use cases of network measurement. Finally network performance is evaluated by means of integrating available indicator weights with efficiency analysis. It is quite important that the integrated methodology considers both personal preferences and objective relative efficiency for assessment simultaneously to avoid the bias of single methodology.
Keywords: Performance assessment, fuzzy analytic hierarchy process, data envelopment analysis, campus network
DOI: 10.3233/JCM-150527
Journal: Journal of Computational Methods in Sciences and Engineering, vol. 15, no. 2, pp. 129-141, 2015
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