Fang Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 45

Top Topics

Pairwise Comparison

Decision Making

Prospect Theory

Top Venues

IEEE Trans. Cybern.

Fuzzy Sets Syst.

Publications

Jiawei Zhang, Fang Liu, Zulin Liu, Ignacio Javier Pérez, Francisco Javier Cabrerizo
Existence and simulation of multiple solutions to an optimization model for completing incomplete fuzzy preference relations. Appl. Intell. 54 (19) (2024)
Ziqian Luo, Fang Liu, Qi-Rui You, Witold Pedrycz
A two-objective-optimization-driven group decision making model under the bipolarity of decision information. Appl. Soft Comput. 155 (2024)
Fang Liu, Shi-Shan Wang, Xin-Yi Zhang
Building consensus in multi-attribute group decision making under a prospect theory-driven feedback adjustment mechanism. Inf. Sci. 654 (2024)
Yuan-Kai Hu, Fang Liu, Yu-Ru Cai
Algebraic analysis of pairwise comparisons with non-reciprocal property. Inf. Sci. 682 (2024)
Fang Liu, Yuan-Kai Hu, Shi-Shan Wang
Cyclic sequential process of pairwise comparisons with application to multi-criteria decision making. Int. J. Mach. Learn. Cybern. 14 (4) (2023)
Fang Liu, Ya-Ru Chen, Da-Hai Zhou
A two-dimensional approach to flexibility degree of XOR numbers with application to group decision making. Math. Comput. Simul. 207 (2023)
Fang Liu, Shu-Cai Zou, Witold Pedrycz
Measuring Weak Consistency and Weak Transitivity of Pairwise Comparison Matrices. IEEE Trans. Cybern. 53 (1) (2023)
Zu-Lin Liu, Fang Liu, Jia-Wei Zhang, Xiao-Hong Chen
Group decision making based on relative projection between fuzzy preference relations. Comput. Ind. Eng. 184 (2023)
Fang Liu, Tong Liu, Yuan-Kai Hu
Reaching consensus in group decision making with non-reciprocal pairwise comparison matrices. Appl. Intell. 53 (10) (2023)
Zu-Lin Liu, Fang Liu, Jia-Wei Zhang, Witold Pedrycz
Optimizing consistency and consensus in group decision making based on relative projection between multiplicative reciprocal matrices. Expert Syst. Appl. 224 (2023)
Fang Liu, Caixia Huang, Mei-Yu Qiu
A Quantification Approach to Flexibility Degrees of Fuzzy Numbers and Its Application to Group Decision Making. Int. J. Fuzzy Syst. 24 (1) (2022)
Fang Liu, Mao-Jie Huang, Caixia Huang, Witold Pedrycz
Correction to: Measuring consistency of interval-valued preference relations: comments and comparison. Oper. Res. 22 (2) (2022)
Fang Liu, Qi-Rui You, Yuan-Kai Hu, Witold Pedrycz
Two flexibility degrees-driven consensus model in group decision making with intuitionistic fuzzy preference relations. Inf. Fusion 88 (2022)
Jia-Wei Zhang, Fang Liu, Huo-Nian Tu, Enrique Herrera-Viedma
A decision-making model with sequential incomplete additive pairwise comparisons. Knowl. Based Syst. 236 (2022)
Fang Liu, Mao-Jie Huang, Caixia Huang, Witold Pedrycz
Measuring consistency of interval-valued preference relations: comments and comparison. Oper. Res. 22 (1) (2022)
Fang Liu, Jia-Wei Zhang, Zhang-Hua Luo
Group decision support model based on sequential additive complementary pairwise comparisons. Appl. Intell. 51 (10) (2021)
Fang Liu, Shu-Cai Zou, Qi-Rui You
Transitivity measurements of fuzzy preference relations. Fuzzy Sets Syst. 422 (2021)
Fang Liu, Caixia Huang, Tong Liu
Consistency-index-driven group decision making under the environment of triangular fuzzy numbers. Soft Comput. 25 (3) (2021)
Fang Liu, Caixia Huang, Ya-Ru Chen
A Possibility Theory-Based Approach to the Ranking of Generalized Fuzzy Numbers. Int. J. Fuzzy Syst. 23 (5) (2021)
Hui Zhao, Xu Tan, Fang Liu
A decision making model based on intuitionistic multiplicative preference relations with approximate consistency. Int. J. Mach. Learn. Cybern. 12 (10) (2021)
Fang Liu, Qi-Rui You, Yuan-Kai Hu, Wei-Guo Zhang
The breaking of additively reciprocal property of fuzzy preference relations and its implication to decision making under uncertainty. Inf. Sci. 580 (2021)
Shu-Cai Zou, Fang Liu, Qi-Rui You
A Two-Dimensional Simulation Approach for Ranking Fuzzy Numbers by the Monte Carlo Technique. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 29 (4) (2021)
Fang Liu, Mao-Jie Huang, Witold Pedrycz, Hui Zhao
Group Decision Making Based on Flexibility Degree of Fuzzy Numbers Under a Confidence Level. IEEE Trans. Fuzzy Syst. 29 (6) (2021)
Fang Liu, Mei-Yu Qiu, Wei-Guo Zhang
An uncertainty-induced axiomatic foundation of the analytic hierarchy process and its implication. Expert Syst. Appl. 183 (2021)
Yu-Yao Yang, Xin-Wang Liu, Fang Liu
Trapezoidal Interval Type-2 Fuzzy TOPSIS Using Alpha-Cuts. Int. J. Fuzzy Syst. 22 (1) (2020)
Fang Liu, Jia-Wei Zhang, Wei-Guo Zhang, Witold Pedrycz
Decision making with a sequential modeling of pairwise comparison process. Knowl. Based Syst. 195 (2020)
Fang Liu, Xu Tan, Hui Yang, Hui Zhao
Decision making based on intuitionistic fuzzy preference relations with additive approximate consistency. J. Intell. Fuzzy Syst. 39 (3) (2020)
Fang Liu, Jia-Wei Zhang, Qin Yu, Ya-Nan Peng, Witold Pedrycz
On weak consistency of interval additive reciprocal matrices. Fuzzy Optim. Decis. Mak. 19 (2) (2020)
Fang Liu, Shu-Cai Zou, Yu-Hao Wu
A consensus model for group decision making under additive reciprocal matrices with flexibility. Fuzzy Sets Syst. 398 (2020)
Fang Liu, Jia-Wei Zhang, Shu-Cai Zou
A decision making model based on the leading principal submatrices of a reciprocal preference relation. Appl. Soft Comput. 94 (2020)
Fang Liu, Shu-Cai Zou, Qing Li
Deriving priorities from pairwise comparison matrices with a novel consistency index. Appl. Math. Comput. 374 (2020)
Waldemar W. Koczkodaj, Fang Liu, Victor W. Marek, Jirí Mazurek, Miroslaw Mazurek, Ludmil Mikhailov, Cenap Özel, Witold Pedrycz, Artur Przelaskowski, Andrew Schumann, Ryszard Smarzewski, Dominik Strzalka, Jacek Szybowski, Yusuf Yayli
On the use of group theory to generalize elements of pairwise comparisons matrix: A cautionary note. Int. J. Approx. Reason. 124 (2020)
Fang Liu, Yuhao Wu, Jiawei Zhang, Qin Yu
A PSO-based group decision making model with multiplicative reciprocal matrices under flexibility. Soft Comput. 23 (21) (2019)
Fang Liu, Witold Pedrycz, Xinwang Liu
Flexibility Degree of Fuzzy Numbers and its Implication to a Group-Decision-Making Model. IEEE Trans. Cybern. 49 (12) (2019)
Fang Liu, Qin Yu, Witold Pedrycz, Wei-Guo Zhang
A group decision making model based on an inconsistency index of interval multiplicative reciprocal matrices. Knowl. Based Syst. 145 (2018)
Fang Liu, Yuhao Wu, Witold Pedrycz
A Modified Consensus Model in Group Decision Making With an Allocation of Information Granularity. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Fang Liu, Qin Yu, Jia-Wei Zhang, Mao-Jie Huang
A goal programming model for incomplete interval additive reciprocal matrices under approximate consistency. ICNC-FSKD (2018)
Fang Liu, Zu-Lin Liu, Yu-Hao Wu
A group decision making model based on triangular fuzzy additive reciprocal matrices with additive approximation-consistency. Appl. Soft Comput. 65 (2018)
Wei-Guo Zhang, Guo-Li Mo, Fang Liu, Yong-Jun Liu
Value-at-risk forecasts by dynamic spatial panel GJR-GARCH model for international stock indices portfolio. Soft Comput. 22 (16) (2018)
Fang Liu, Li-Hua Pan, Zu-Lin Liu, Ya-Nan Peng
On possibility-degree formulae for ranking interval numbers. Soft Comput. 22 (8) (2018)
Fang Liu, Ya-Nan Peng, Qin Yu, Hui Zhao
A decision-making model based on interval additive reciprocal matrices with additive approximation-consistency. Inf. Sci. 422 (2018)
Fang Liu, Witold Pedrycz, Wei-Guo Zhang
Limited Rationality and Its Quantification Through the Interval Number Judgments With Permutations. IEEE Trans. Cybern. 47 (12) (2017)
Fang Liu, Witold Pedrycz, Zhong-Xing Wang, Wei-Guo Zhang
An axiomatic approach to approximation-consistency of triangular fuzzy reciprocal preference relations. Fuzzy Sets Syst. 322 (2017)
Fang Liu, Wei-Guo Zhang, Yu-Fan Shang
A group decision-making model with interval multiplicative reciprocal matrices based on the geometric consistency index. Comput. Ind. Eng. 101 (2016)
Fang Liu, Li-Hua Pan, Ya-Nan Peng
A partner-selection method based on interval multiplicative preference relations with approximate consistency. FUZZ-IEEE (2016)
Fang Liu, Yu-Fan Shang, Li-Hua Pan
A Modified TOPSIS Method for Obtaining the Associated Weights of the OWA-Type Operators. Int. J. Intell. Syst. 30 (10) (2015)
Fang Liu, Wei-Guo Zhang, Li-Hua Zhang
Consistency analysis of triangular fuzzy reciprocal preference relations. Eur. J. Oper. Res. 235 (3) (2014)
Fang Liu, Wei-Guo Zhang
TOPSIS-Based Consensus Model for Group Decision-Making With Incomplete Interval Fuzzy Preference Relations. IEEE Trans. Cybern. 44 (8) (2014)
Fang Liu, Wei-Guo Zhang, Li-Hua Zhang
A group decision making model based on a generalized ordered weighted geometric average operator with interval preference matrices. Fuzzy Sets Syst. 246 (2014)
Fang Liu, Wei-Guo Zhang, Zhong-Xing Wang
A goal programming model for incomplete interval multiplicative preference relations and its application in group decision-making. Eur. J. Oper. Res. 218 (3) (2012)
Fang Liu, Wei-Guo Zhang, Jun-Hui Fu
A new method of obtaining the priority weights from an interval fuzzy preference relation. Inf. Sci. 185 (1) (2012)
Zhongxing Wang, Jingcui Li, Fang Liu
A new approach for ranking fuzzy number by centroid index. FSKD (2011)
Fang Liu
Acceptable consistency analysis of interval reciprocal comparison matrices. Fuzzy Sets Syst. 160 (18) (2009)
Fang Liu
A New Algorithm Based on the Continuous Ordered Weighted Geometric Operator. FSKD (3) (2009)