A method of grade division based on set pair analysis

Huilin Liu; Zhe Chen; Guoren Wang; Junchang Xin

doi:10.1109/FSKD.2010.5569150

A method of grade division based on set pair analysis

Huilin Liu^*, Zhe Chen, Guoren Wang, Junchang Xin

^*Corresponding author for this work

Northeastern University China

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

As a branch of Group Decision-Making Method, Grade division plays an important role in many applications such as hazard assessment, quality evaluation, and performance inspection and so on. At present, the most popular grade division method is fuzzy comprehensive evaluation, which determines the decision objects' grade through analysis of evaluation vector. One problem with this approach is that it only considers the grades' own values and pays little consideration to the relationships among them. In this paper, the investigation introduces the method of Set Pair Analysis (SPA), which analyzes the relationships among grades from aspects of identity, discrepancy and contrary to make the division result more in line with actual situation.

Original language	English
Title of host publication	Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010
Pages	962-966
Number of pages	5
DOIs	https://doi.org/10.1109/FSKD.2010.5569150
Publication status	Published - 2010
Externally published	Yes
Event	2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010 - Yantai, Shandong, China Duration: 10 Aug 2010 → 12 Aug 2010

Publication series

Name	Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010
Volume	2

Conference

Conference	2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010
Country/Territory	China
City	Yantai, Shandong
Period	10/08/10 → 12/08/10

Keywords

Evaluation vector
Fuzzy comprehensive evaluation
Grade division
Incomplete data
Set pair analysis

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10.1109/FSKD.2010.5569150

Cite this

Liu, H., Chen, Z., Wang, G., & Xin, J. (2010). A method of grade division based on set pair analysis. In Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010 (pp. 962-966). Article 5569150 (Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010; Vol. 2). https://doi.org/10.1109/FSKD.2010.5569150

@inproceedings{8663a8271efb417cbc3eae915c3c4d4b,

title = "A method of grade division based on set pair analysis",

abstract = "As a branch of Group Decision-Making Method, Grade division plays an important role in many applications such as hazard assessment, quality evaluation, and performance inspection and so on. At present, the most popular grade division method is fuzzy comprehensive evaluation, which determines the decision objects' grade through analysis of evaluation vector. One problem with this approach is that it only considers the grades' own values and pays little consideration to the relationships among them. In this paper, the investigation introduces the method of Set Pair Analysis (SPA), which analyzes the relationships among grades from aspects of identity, discrepancy and contrary to make the division result more in line with actual situation.",

keywords = "Evaluation vector, Fuzzy comprehensive evaluation, Grade division, Incomplete data, Set pair analysis",

author = "Huilin Liu and Zhe Chen and Guoren Wang and Junchang Xin",

year = "2010",

doi = "10.1109/FSKD.2010.5569150",

language = "English",

isbn = "9781424459346",

series = "Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010",

pages = "962--966",

booktitle = "Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010",

note = "2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010 ; Conference date: 10-08-2010 Through 12-08-2010",

}

Liu, H, Chen, Z, Wang, G & Xin, J 2010, A method of grade division based on set pair analysis. in Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010., 5569150, Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010, vol. 2, pp. 962-966, 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010, Yantai, Shandong, China, 10/08/10. https://doi.org/10.1109/FSKD.2010.5569150

A method of grade division based on set pair analysis. / Liu, Huilin; Chen, Zhe; Wang, Guoren et al.
Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010. 2010. p. 962-966 5569150 (Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A method of grade division based on set pair analysis

AU - Liu, Huilin

AU - Chen, Zhe

AU - Wang, Guoren

AU - Xin, Junchang

PY - 2010

Y1 - 2010

N2 - As a branch of Group Decision-Making Method, Grade division plays an important role in many applications such as hazard assessment, quality evaluation, and performance inspection and so on. At present, the most popular grade division method is fuzzy comprehensive evaluation, which determines the decision objects' grade through analysis of evaluation vector. One problem with this approach is that it only considers the grades' own values and pays little consideration to the relationships among them. In this paper, the investigation introduces the method of Set Pair Analysis (SPA), which analyzes the relationships among grades from aspects of identity, discrepancy and contrary to make the division result more in line with actual situation.

AB - As a branch of Group Decision-Making Method, Grade division plays an important role in many applications such as hazard assessment, quality evaluation, and performance inspection and so on. At present, the most popular grade division method is fuzzy comprehensive evaluation, which determines the decision objects' grade through analysis of evaluation vector. One problem with this approach is that it only considers the grades' own values and pays little consideration to the relationships among them. In this paper, the investigation introduces the method of Set Pair Analysis (SPA), which analyzes the relationships among grades from aspects of identity, discrepancy and contrary to make the division result more in line with actual situation.

KW - Evaluation vector

KW - Fuzzy comprehensive evaluation

KW - Grade division

KW - Incomplete data

KW - Set pair analysis

UR - https://www.scopus.com/pages/publications/78649288390

U2 - 10.1109/FSKD.2010.5569150

DO - 10.1109/FSKD.2010.5569150

M3 - Conference contribution

AN - SCOPUS:78649288390

SN - 9781424459346

T3 - Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010

SP - 962

EP - 966

BT - Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010

T2 - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010

Y2 - 10 August 2010 through 12 August 2010

ER -

A method of grade division based on set pair analysis

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