Group decision making based on multiplicative consistent reciprocal preference relations

The main aim of this paper is to investigate the consistency and consensus of multiplicative consistent reciprocal preference relations. Based on the multiplicative consistency property, a straightforward method to obtain the priority vector for multiplicative consistent reciprocal preference relation is introduced together with some of its desired properties. In addition, some interesting properties on consistency and consensus for reciprocal preference relations are further investigated. A consensus optimization model for group decision making with reciprocal preference relations is proposed, which enables the decision makers to reach consensus with the highest overall consensus level. Numerical examples are provided to make a discussion and comparison with some existing similar methods.

[1]  Eduardo Fernández,et al.  A method based on multiobjective optimization for deriving a ranking from a fuzzy preference relation , 2004, Eur. J. Oper. Res..

[2]  Madjid Tavana,et al.  Solving multi-period project selection problems with fuzzy goal programming based on TOPSIS and a fuzzy preference relation , 2013, Inf. Sci..

[3]  Zbigniew Switalski,et al.  Transitivity of fuzzy preference relations - an empirical study , 2001, Fuzzy Sets Syst..

[4]  X. Zeshui,et al.  A consistency improving method in the analytic hierarchy process , 1999, Eur. J. Oper. Res..

[5]  S. Orlovsky Decision-making with a fuzzy preference relation , 1978 .

[6]  B. De Baets,et al.  Transitivity frameworks for reciprocal relations: cycle-transitivity versus FG-transitivity , 2005, Fuzzy Sets Syst..

[7]  Yin-Feng Xu,et al.  Consensus models for AHP group decision making under row geometric mean prioritization method , 2010, Decis. Support Syst..

[8]  Branimir Seselja,et al.  Fuzzy relational inequalities and equations, fuzzy quasi-orders, closures and openings of fuzzy sets , 2015, Fuzzy Sets Syst..

[9]  Francisco Herrera,et al.  Cardinal Consistency of Reciprocal Preference Relations: A Characterization of Multiplicative Transitivity , 2009, IEEE Transactions on Fuzzy Systems.

[10]  Yejun Xu,et al.  Logarithmic least squares method to priority for group decision making with incomplete fuzzy preference relations , 2013 .

[11]  Bernard De Baets,et al.  On the cycle-transitivity of the mutual rank probability relation of a poset , 2010, Fuzzy Sets Syst..

[12]  Yucheng Dong,et al.  On consistency measures of linguistic preference relations , 2008, Eur. J. Oper. Res..

[13]  Andrew Whinston,et al.  Fuzzy Sets and Social Choice , 1973 .

[14]  Francisco Herrera,et al.  A note on the reciprocity in the aggregation of fuzzy preference relations using OWA operators , 2003, Fuzzy Sets Syst..

[15]  Enrique Herrera-Viedma,et al.  Managing the consensus in group decision making in an unbalanced fuzzy linguistic context with incomplete information , 2010, Knowl. Based Syst..

[16]  Zeshui Xu,et al.  A least deviation method to obtain a priority vector of a fuzzy preference relation , 2005, Eur. J. Oper. Res..

[17]  Zeshui Xu,et al.  A consensus reaching process under incomplete multiplicative preference relations , 2012, Int. J. Gen. Syst..

[18]  Tomoe Entani,et al.  Pairwise comparison based interval analysis for group decision aiding with multiple criteria , 2015, Fuzzy Sets Syst..

[19]  Yejun Xu,et al.  Distance-based consensus models for fuzzy and multiplicative preference relations , 2013, Inf. Sci..

[20]  Francisco Chiclana,et al.  A social network analysis trust-consensus based approach to group decision-making problems with interval-valued fuzzy reciprocal preference relations , 2014, Knowl. Based Syst..

[21]  I. L. Tomashevskii,et al.  Eigenvector ranking method as a measuring tool: Formulas for errors , 2015, Eur. J. Oper. Res..

[22]  Francisco Herrera,et al.  Integrating multiplicative preference relations in a multipurpose decision-making model based on fuzzy preference relations , 2001, Fuzzy Sets Syst..

[23]  Stan Lipovetsky,et al.  Robust estimation of priorities in the AHP , 2002, Eur. J. Oper. Res..

[24]  Francisco Chiclana,et al.  Multiplicative consistency of intuitionistic reciprocal preference relations and its application to missing values estimation and consensus building , 2014, Knowl. Based Syst..

[25]  Luis Martínez-López,et al.  Integration of a Consistency Control Module within a Consensus Model , 2008, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[26]  John A. Keane,et al.  A heuristic method to rectify intransitive judgments in pairwise comparison matrices , 2012, Eur. J. Oper. Res..

[27]  Z. S. Xu,et al.  Goal programming models for obtaining the priority vector of incomplete fuzzy preference relation , 2004, Int. J. Approx. Reason..

[28]  J. Montero,et al.  Fuzzy rationality measures , 1994 .

[29]  G. Crawford,et al.  A note on the analysis of subjective judgment matrices , 1985 .

[30]  Francisco Herrera,et al.  A consensus model for multiperson decision making with different preference structures , 2002, IEEE Trans. Syst. Man Cybern. Part A.

[31]  Francisco Chiclana,et al.  Type-1 OWA methodology to consensus reaching processes in multi-granular linguistic contexts , 2014, Knowl. Based Syst..

[32]  Zeshui Xu,et al.  On Consensus in Group Decision Making Based on Fuzzy Preference Relations , 2011, Consensual Processes.

[33]  Francisco Herrera,et al.  Some induced ordered weighted averaging operators and their use for solving group decision-making problems based on fuzzy preference relations , 2007, Eur. J. Oper. Res..

[34]  Luis Martínez-López,et al.  An attitude-driven web consensus support system for heterogeneous group decision making , 2013, Expert systems with applications.

[35]  Francisco Chiclana,et al.  Visual information feedback mechanism and attitudinal prioritisation method for group decision making with triangular fuzzy complementary preference relations , 2014, Inf. Sci..

[36]  Luis Martínez-López,et al.  An Adaptive Consensus Support Model for Group Decision-Making Problems in a Multigranular Fuzzy Linguistic Context , 2009, IEEE Transactions on Fuzzy Systems.

[37]  Jian Ma,et al.  A method for repairing the inconsistency of fuzzy preference relations , 2006, Fuzzy Sets Syst..

[38]  Kyung S. Park,et al.  Tools for interactive multiattribute decisionmaking with incompletely identified information , 1997 .

[39]  T. Tanino Fuzzy preference orderings in group decision making , 1984 .

[40]  Ying-Ming Wang,et al.  Group decision analysis based on fuzzy preference relations: Logarithmic and geometric least squares methods , 2007, Appl. Math. Comput..

[41]  Jian Chen,et al.  Consistency and consensus improving methods for pairwise comparison matrices based on Abelian linearly ordered group , 2015, Fuzzy Sets Syst..

[42]  Francisco Herrera,et al.  Some issues on consistency of fuzzy preference relations , 2004, Eur. J. Oper. Res..

[43]  Zeshui Xu,et al.  Algorithms for improving consistency or consensus of reciprocal [0, 1]-valued preference relations , 2013, Fuzzy Sets Syst..

[44]  Gang Kou,et al.  A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP , 2011, Eur. J. Oper. Res..

[45]  José María Moreno-Jiménez,et al.  The geometric consistency index: Approximated thresholds , 2003, Eur. J. Oper. Res..

[46]  Bice Cavallo,et al.  Reciprocal transitive matrices over abelian linearly ordered groups: Characterizations and application to multi-criteria decision problems , 2015, Fuzzy Sets Syst..

[47]  Louis C. K. Ma,et al.  A goal programming approach to group decision making based on multiplicative preference relations and fuzzy preference relations , 2006, Eur. J. Oper. Res..

[48]  Soung Hie Kim,et al.  Interactive group decision making procedure under incomplete information , 1999, Eur. J. Oper. Res..

[49]  Thomas L. Saaty,et al.  An essay on rank preservation and reversal , 2009, Math. Comput. Model..

[50]  Thomas L. Saaty,et al.  On the relativity of relative measures - accommodating both rank preservation and rank reversals in the AHP , 2000, Eur. J. Oper. Res..

[51]  Zeshui Xu,et al.  A consistency improving method in the analytic hierarchy process , 1999, Eur. J. Oper. Res..

[52]  Humberto Bustince,et al.  Construction of interval-valued fuzzy preference relations from ignorance functions and fuzzy preference relations. Application to decision making , 2014, Knowl. Based Syst..

[53]  Zhibin Wu,et al.  A consistency and consensus based decision support model for group decision making with multiplicative preference relations , 2012, Decis. Support Syst..

[54]  Enrique Herrera-Viedma,et al.  A statistical comparative study of different similarity measures of consensus in group decision making , 2013, Inf. Sci..

[55]  Fang Liu,et al.  Consistency analysis of triangular fuzzy reciprocal preference relations , 2014, Eur. J. Oper. Res..

[56]  L. D'Apuzzo,et al.  A general unified framework for pairwise comparison matrices in multicriterial methods , 2009 .