Determination of relative significance factor of impact categories based on fuzzy multiattribute decision-making method

Xinyang Deng; Yajuan Zhang; Bingyi Kang; Jiyi Wu; Xiaohong Sun; Yong Deng

doi:10.1109/CCDC.2011.5968531

Determination of relative significance factor of impact categories based on fuzzy multiattribute decision-making method

Xinyang Deng
, Yajuan Zhang
, Bingyi Kang
, Jiyi Wu
, Xiaohong Sun
, Yong Deng

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

1 Scopus citations

Abstract

A relative significance factor of an impact category is the external weight of the impact category and plays an important role in life cycle assessment(LCA). Many multiattribute decision-making (MADM) methods such as analytical hierarchy process(AHP), the rank-order centroid method and the fuzzy method are proposed to determine the relative significance factor of an impact category. However, in previous research, it is shown that, the AHP approach is difficult for experts rendering consistent judgment when the number of pairwise comparisons increases, the rank-order method has some insurmountable shortcomings, the key issue to use fuzzy set theory is its complexity. In order to address this problem, a new simple and efficient method is proposed to determine relative significance factor in a more efficient manner. An example to determine relative significance factor of impact categories is shown to illustrate the efficiency of the proposed method.

Original language	English
Title of host publication	Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011
Pages	2006-2009
Number of pages	4
DOIs	https://doi.org/10.1109/CCDC.2011.5968531
State	Published - 2011
Externally published	Yes
Event	2011 Chinese Control and Decision Conference, CCDC 2011 - Mianyang, China Duration: 23 May 2011 → 25 May 2011

Publication series

Name	Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011

Conference

Conference	2011 Chinese Control and Decision Conference, CCDC 2011
Country/Territory	China
City	Mianyang
Period	23/05/11 → 25/05/11

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy
SDG 12 Responsible Consumption and Production

Keywords

Fuzzy method
Multiattribute decision-making
Relative significance factor

Access to Document

10.1109/CCDC.2011.5968531

Cite this

Deng, X., Zhang, Y., Kang, B., Wu, J., Sun, X., & Deng, Y. (2011). Determination of relative significance factor of impact categories based on fuzzy multiattribute decision-making method. In Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011 (pp. 2006-2009). Article 5968531 (Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011). https://doi.org/10.1109/CCDC.2011.5968531

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title = "Determination of relative significance factor of impact categories based on fuzzy multiattribute decision-making method",

abstract = "A relative significance factor of an impact category is the external weight of the impact category and plays an important role in life cycle assessment(LCA). Many multiattribute decision-making (MADM) methods such as analytical hierarchy process(AHP), the rank-order centroid method and the fuzzy method are proposed to determine the relative significance factor of an impact category. However, in previous research, it is shown that, the AHP approach is difficult for experts rendering consistent judgment when the number of pairwise comparisons increases, the rank-order method has some insurmountable shortcomings, the key issue to use fuzzy set theory is its complexity. In order to address this problem, a new simple and efficient method is proposed to determine relative significance factor in a more efficient manner. An example to determine relative significance factor of impact categories is shown to illustrate the efficiency of the proposed method.",

keywords = "Fuzzy method, Multiattribute decision-making, Relative significance factor",

author = "Xinyang Deng and Yajuan Zhang and Bingyi Kang and Jiyi Wu and Xiaohong Sun and Yong Deng",

year = "2011",

doi = "10.1109/CCDC.2011.5968531",

language = "英语",

isbn = "9781424487363",

series = "Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011",

pages = "2006--2009",

booktitle = "Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011",

note = "2011 Chinese Control and Decision Conference, CCDC 2011 ; Conference date: 23-05-2011 Through 25-05-2011",

}

Deng, X, Zhang, Y, Kang, B, Wu, J, Sun, X & Deng, Y 2011, Determination of relative significance factor of impact categories based on fuzzy multiattribute decision-making method. in Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011., 5968531, Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011, pp. 2006-2009, 2011 Chinese Control and Decision Conference, CCDC 2011, Mianyang, China, 23/05/11. https://doi.org/10.1109/CCDC.2011.5968531

Determination of relative significance factor of impact categories based on fuzzy multiattribute decision-making method. / Deng, Xinyang; Zhang, Yajuan; Kang, Bingyi et al.
Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011. 2011. p. 2006-2009 5968531 (Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011).

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

TY - GEN

T1 - Determination of relative significance factor of impact categories based on fuzzy multiattribute decision-making method

AU - Deng, Xinyang

AU - Zhang, Yajuan

AU - Kang, Bingyi

AU - Wu, Jiyi

AU - Sun, Xiaohong

AU - Deng, Yong

PY - 2011

Y1 - 2011

N2 - A relative significance factor of an impact category is the external weight of the impact category and plays an important role in life cycle assessment(LCA). Many multiattribute decision-making (MADM) methods such as analytical hierarchy process(AHP), the rank-order centroid method and the fuzzy method are proposed to determine the relative significance factor of an impact category. However, in previous research, it is shown that, the AHP approach is difficult for experts rendering consistent judgment when the number of pairwise comparisons increases, the rank-order method has some insurmountable shortcomings, the key issue to use fuzzy set theory is its complexity. In order to address this problem, a new simple and efficient method is proposed to determine relative significance factor in a more efficient manner. An example to determine relative significance factor of impact categories is shown to illustrate the efficiency of the proposed method.

AB - A relative significance factor of an impact category is the external weight of the impact category and plays an important role in life cycle assessment(LCA). Many multiattribute decision-making (MADM) methods such as analytical hierarchy process(AHP), the rank-order centroid method and the fuzzy method are proposed to determine the relative significance factor of an impact category. However, in previous research, it is shown that, the AHP approach is difficult for experts rendering consistent judgment when the number of pairwise comparisons increases, the rank-order method has some insurmountable shortcomings, the key issue to use fuzzy set theory is its complexity. In order to address this problem, a new simple and efficient method is proposed to determine relative significance factor in a more efficient manner. An example to determine relative significance factor of impact categories is shown to illustrate the efficiency of the proposed method.

KW - Fuzzy method

KW - Multiattribute decision-making

KW - Relative significance factor

UR - https://www.scopus.com/pages/publications/80052230608

U2 - 10.1109/CCDC.2011.5968531

DO - 10.1109/CCDC.2011.5968531

M3 - 会议稿件

AN - SCOPUS:80052230608

SN - 9781424487363

T3 - Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011

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BT - Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011

T2 - 2011 Chinese Control and Decision Conference, CCDC 2011

Y2 - 23 May 2011 through 25 May 2011

ER -

Deng X, Zhang Y, Kang B, Wu J, Sun X, Deng Y. Determination of relative significance factor of impact categories based on fuzzy multiattribute decision-making method. In Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011. 2011. p. 2006-2009. 5968531. (Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011). doi: 10.1109/CCDC.2011.5968531

Determination of relative significance factor of impact categories based on fuzzy multiattribute decision-making method

Abstract

Publication series

Conference

UN SDGs

Keywords

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