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author:

Wang, Ying-Ming (Wang, Ying-Ming.) [1] (Scholars:王应明) | Luo, Ying (Luo, Ying.) [2]

Indexed by:

SSCI EI Scopus SCIE

Abstract:

This paper proposes a correlation coefficient (CC) and standard deviation (SD) integrated approach for determining the weights of attributes in multiple attribute decision making (MADM) and a global sensitivity analysis to the weights determined. The CCSD integrated approach determines the weights of attributes by considering SD of each attribute and their CCs with the overall assessment of decision alternatives, where CCs are determined by removing each attribute from the overall assessment of decision alternatives. If the CC for an attribute turns out to be very high, then the removal of this attribute has little effect on decision making; otherwise, the attribute should be given an important weight. The global sensitivity analysis to the weights of attributes is proposed to ensure the stability of the best decision alternative or alternative ranking. A numerical example about the economic benefit assessment of the industrial economy of China is investigated to illustrate the potential applications of the CCSD method in determining the weights of attributes. Comparisons with existing weight generation methods are also discussed. (C) 2009 Elsevier Ltd. All rights reserved.

Keyword:

Alternative ranking Attribute weights Correlation coefficient Global sensitivity analysis Multiple attribute decision making Standard deviation

Community:

  • [ 1 ] [Wang, Ying-Ming]Fuzhou Univ, Sch Publ Adm, Fuzhou 350002, Peoples R China
  • [ 2 ] [Luo, Ying]Xiamen Univ, Sch Management, Xiamen 361005, Peoples R China

Reprint 's Address:

  • 王应明

    [Wang, Ying-Ming]Fuzhou Univ, Sch Publ Adm, Fuzhou 350002, Peoples R China

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Source :

MATHEMATICAL AND COMPUTER MODELLING

ISSN: 0895-7177

Year: 2010

Issue: 1-2

Volume: 51

Page: 1-12

1 . 0 6 6

JCR@2010

1 . 3 6 6

JCR@2015

JCR Journal Grade:2

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 248

SCOPUS Cited Count: 311

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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