TY - JOUR
T1 - Picture fuzzy normalized projection-based VIKOR method for the risk evaluation of construction project
AU - Wang, Le
AU - Zhang, Hong yu
AU - Wang, Jian qiang
AU - Li, Lin
N1 - Publisher Copyright:
© 2017 Elsevier B.V.
PY - 2018/3
Y1 - 2018/3
N2 - Identifying the priority of risk factors through risk evaluation is a significant decision-making problem for construction project management team. In this study, a multi-criteria decision-making framework is constructed for risk evaluation of construction project with picture fuzzy information. First, several limitations of the extant picture fuzzy projection model are identified. Second, a picture fuzzy normalized projection (PFNP) model is proposed to overcome the limitations of the extant picture fuzzy projection model. Third, an entropy weight method of picture fuzzy sets is established to calculate the objective weight vector of the criteria. Furthermore, an integrated picture fuzzy normalized projection-based VIKOR method is constructed by integrate the PFNP model and VIKOR method under picture fuzzy environment. The proposed method not only considers the difference between two picture fuzzy numbers (PFNs), including distance and included angle, but also considers the compromise among the criteria. Finally, a case study, sensitivity analysis, and comparative analysis are conducted to interpret the practicality and validity of the proposed method.
AB - Identifying the priority of risk factors through risk evaluation is a significant decision-making problem for construction project management team. In this study, a multi-criteria decision-making framework is constructed for risk evaluation of construction project with picture fuzzy information. First, several limitations of the extant picture fuzzy projection model are identified. Second, a picture fuzzy normalized projection (PFNP) model is proposed to overcome the limitations of the extant picture fuzzy projection model. Third, an entropy weight method of picture fuzzy sets is established to calculate the objective weight vector of the criteria. Furthermore, an integrated picture fuzzy normalized projection-based VIKOR method is constructed by integrate the PFNP model and VIKOR method under picture fuzzy environment. The proposed method not only considers the difference between two picture fuzzy numbers (PFNs), including distance and included angle, but also considers the compromise among the criteria. Finally, a case study, sensitivity analysis, and comparative analysis are conducted to interpret the practicality and validity of the proposed method.
KW - Multi-criteria decision-making
KW - Picture fuzzy normalized projection
KW - Picture fuzzy set
KW - Risk evaluation
KW - VIKOR method
UR - https://www.scopus.com/pages/publications/85038814358
U2 - 10.1016/j.asoc.2017.12.014
DO - 10.1016/j.asoc.2017.12.014
M3 - 文章
AN - SCOPUS:85038814358
SN - 1568-4946
VL - 64
SP - 216
EP - 226
JO - Applied Soft Computing Journal
JF - Applied Soft Computing Journal
ER -