An Improved Weighted Correlation Coefficient Based on Integrated Weight for Interval Neutrosophic Sets and its Application in Multi-criteria Decision-making Problems
This paper presents a new correlation coefficient measure, which satisfies the requirement of this measure equaling one if and only if two interval neutrosophic sets (INSs) are the same. And an objective weight of INSs is presented to unearth and utilize deeper information that is uncertain. Using t...
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| Published in | International journal of computational intelligence systems Vol. 8; no. 6; pp. 1027 - 1043 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Dordrecht
Springer Netherlands
01.12.2015
Springer Nature B.V Springer |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1875-6891 1875-6883 1875-6883 |
| DOI | 10.1080/18756891.2015.1099917 |
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| Abstract | This paper presents a new correlation coefficient measure, which satisfies the requirement of this measure equaling one if and only if two interval neutrosophic sets (INSs) are the same. And an objective weight of INSs is presented to unearth and utilize deeper information that is uncertain. Using the proposed weighted correlation coefficient measure of INSs, a decision-making method is developed, which takes into account the influence of the evaluations’ uncertainty and both the objective and subjective weights. |
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| AbstractList | This paper presents a new correlation coefficient measure, which satisfies the requirement of this measure equaling one if and only if two interval neutrosophic sets (INSs) are the same. And an objective weight of INSs is presented to unearth and utilize deeper information that is uncertain. Using the proposed weighted correlation coefficient measure of INSs, a decision-making method is developed, which takes into account the influence of the evaluations' uncertainty and both the objective and subjective weights. |
| Author | Wang, Jian-qiang Chen, Xiao-hong Ji, Pu Zhang, Hong-yu |
| Author_xml | – sequence: 1 givenname: Hong-yu surname: Zhang fullname: Zhang, Hong-yu organization: School of Business, Central South University – sequence: 2 givenname: Pu surname: Ji fullname: Ji, Pu organization: School of Business, Central South University – sequence: 3 givenname: Jian-qiang surname: Wang fullname: Wang, Jian-qiang email: jqwang@csu.edu.cn organization: School of Business, Central South University – sequence: 4 givenname: Xiao-hong surname: Chen fullname: Chen, Xiao-hong organization: School of Business, Central South University |
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| SubjectTerms | Correlation analysis correlation coefficient Correlation coefficients Decision making integrated weight Interval neutrosophic sets multi-criteria decision-making Multiple criterion objective weight Research Article Weight |
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| Title | An Improved Weighted Correlation Coefficient Based on Integrated Weight for Interval Neutrosophic Sets and its Application in Multi-criteria Decision-making Problems |
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