Uncertain Linguistic Hybrid Geometric Mean Operator and its Application to Group Decision Making under Uncertain Linguistic Environment

In this paper, we propose an uncertain linguistic hybrid geometric mean (ULHGM) operator, which is based on the uncertain linguistic weighted geometric mean (ULWGM) operator and the uncertain linguistic ordered weighted geometric (ULOWG) operator proposed by Xu [Z. S. Xu, "An approach based on the uncertain LOWG and induced uncertain LOWG operators to group decision making with uncertain multiplicative linguistic preference relations", Decision Support Systems41 (2006) 488–499] and study some desirable properties of the ULHGM operator. We have proved both ULWGM and ULOWG operators are the special case of the ULHGM operator. The ULHGM operator generalizes both the ULWGM and ULOWG operators, and reflects the importance degrees of both the given arguments and their ordered positions. Based on the ULWGM and ULHGM operators, we propose a practical method for multiple attribute group decision making with uncertain linguistic preference relations. Finally, an illustrative example demonstrates the practicality an...

[1]  Jui-Fang Chang,et al.  An Approach to Group Decision Making Based on Incomplete Linguistic Preference Relations , 2009, 2009 Fifth International Conference on Information Assurance and Security.

[2]  David Ben-Arieh,et al.  Linguistic-labels aggregation and consensus measure for autocratic decision making using group recommendations , 2006, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[3]  Z. S. Xu,et al.  The uncertain OWA operator , 2002, Int. J. Intell. Syst..

[4]  Francisco Herrera,et al.  Direct approach processes in group decision making using linguistic OWA operators , 1996, Fuzzy Sets Syst..

[5]  Z. Xu,et al.  An ideal point based approach to multi-criteria decision making with uncertain linguistic information , 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826).

[6]  Janusz Kacprzyk,et al.  Computing with Words in Information/Intelligent Systems 1 , 1999 .

[7]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decisionmaking , 1988, IEEE Trans. Syst. Man Cybern..

[8]  Van-Nam Huynh,et al.  A satisfactory-oriented approach to multiexpert decision-making with linguistic assessments , 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[9]  Francisco Herrera,et al.  The ordered weighted Geometric operator: properties and application in MCDM problems , 2000 .

[10]  Xu Ze-shui Goal programming models for multiple attribute decision making under linguistic setting , 2006 .

[11]  Marc Roubens,et al.  Fuzzy sets and decision analysis , 1997, Fuzzy Sets Syst..

[12]  José L. Verdegay,et al.  On aggregation operations of linguistic labels , 1993, Int. J. Intell. Syst..

[13]  Francisco Herrera,et al.  Linguistic decision analysis: steps for solving decision problems under linguistic information , 2000, Fuzzy Sets Syst..

[14]  Zeshui Xu,et al.  An Approach Based on Similarity Measure to Multiple Attribute Decision Making with Trapezoid Fuzzy Linguistic Variables , 2005, FSKD.

[15]  K. Arrow Social Choice and Individual Values , 1951 .

[16]  Soung Hie Kim,et al.  An interactive procedure for multiple attribute group decision making with incomplete information: Range-based approach , 1999, Eur. J. Oper. Res..

[17]  Francisco Herrera,et al.  Linguistic modeling by hierarchical systems of linguistic rules , 2002, IEEE Trans. Fuzzy Syst..

[18]  Francisco Herrera,et al.  Aggregation operators for linguistic weighted information , 1997, IEEE Trans. Syst. Man Cybern. Part A.

[19]  Dimitar Filev,et al.  Induced ordered weighted averaging operators , 1999, IEEE Trans. Syst. Man Cybern. Part B.

[20]  Francisco Herrera,et al.  A model of consensus in group decision making under linguistic assessments , 1996, Fuzzy Sets Syst..

[21]  Francisco Herrera,et al.  A rational consensus model in group decision making using linguistic assessments , 1997, Fuzzy Sets Syst..

[22]  Zeshui Xu,et al.  On generalized induced linguistic aggregation operators , 2006, Int. J. Gen. Syst..

[23]  Xu Ze-shui On method of multi-attribute group decision making under pure linguistic information , 2004 .

[24]  Francisco Herrera,et al.  An Approach for Combining Linguistic and Numerical Information Based on the 2-Tuple Fuzzy Linguistic Representation Model in Decision-Making , 2000, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[25]  Zeshui Xu,et al.  Incomplete linguistic preference relations and their fusion , 2006, Inf. Fusion.

[26]  Zeshui Xu,et al.  A method for multiple attribute decision making with incomplete weight information in linguistic setting , 2007, Knowl. Based Syst..

[27]  Luis Martínez-López,et al.  A Consensus Support System Model for Group Decision-Making Problems With Multigranular Linguistic Preference Relations , 2005, IEEE Transactions on Fuzzy Systems.

[28]  Zeshui Xu,et al.  An approach based on the uncertain LOWG and induced uncertain LOWG operators to group decision making with uncertain multiplicative linguistic preference relations , 2006, Decis. Support Syst..

[29]  Francisco Herrera,et al.  A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making , 2001, IEEE Trans. Syst. Man Cybern. Part B.

[30]  Zeshui Xu Deviation measures of linguistic preference relations in group decision making , 2005 .

[31]  Eric Levrat,et al.  Subjective evaluation of car seat comfort with fuzzy set techniques , 1997, Int. J. Intell. Syst..

[32]  Xu Ze A Method Based on Fuzzy Linguistic Assessments and Linguistic Ordered Weighted Averaging(OWA) Operator for Multi-Attribute Group Decision-Making Problems , 2002 .

[33]  Z. S. Xu,et al.  The ordered weighted geometric averaging operators , 2002, Int. J. Intell. Syst..

[34]  Zeshui Xu,et al.  Induced uncertain linguistic OWA operators applied to group decision making , 2006, Inf. Fusion.

[35]  Z. S. Xu,et al.  An overview of operators for aggregating information , 2003, Int. J. Intell. Syst..

[36]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decision-making , 1988 .

[37]  José Ignacio Peláez,et al.  LAMA: A linguistic aggregation of majority additive operator , 2003, Int. J. Intell. Syst..

[38]  Zeshui Xu,et al.  Extended IOWG Operator and its Use in Group Decision Making Based on Multiplicative Linguistic Preference Relations , 2005 .

[39]  Zeshui Xu,et al.  A method based on linguistic aggregation operators for group decision making with linguistic preference relations , 2004, Inf. Sci..

[40]  Yongchuan Tang,et al.  Linguistic modelling based on semantic similarity relation among linguistic labels , 2006, Fuzzy Sets Syst..

[41]  Eric Levrat,et al.  Subjective evaluation of car seat comfort with fuzzy set techniques , 1997 .

[42]  Lotfi A. Zadeh,et al.  The Concepts of a Linguistic Variable and its Application to Approximate Reasoning , 1975 .

[43]  L. Zadeh A COMPUTATIONAL APPROACH TO FUZZY QUANTIFIERS IN NATURAL LANGUAGES , 1983 .

[44]  Zeshui Xu A Note on Linguistic Hybrid Arithmetic Averaging Operator in Multiple Attribute Group Decision Making with Linguistic Information , 2006 .

[45]  Ronald R. Yager,et al.  Non-numeric multi-criteria multi-person decision making , 1993 .

[46]  Z. S. Xu,et al.  Eowa And Eowg Operators For Aggregating Linguistic Labels Based On Linguistic Preference Relations , 2004, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[47]  Zeshui Xu,et al.  A Direct Approach to Group Decision Making with Uncertain Additive Linguistic Preference Relations , 2006, Fuzzy Optim. Decis. Mak..

[48]  Zeshui Xu,et al.  Uncertain linguistic aggregation operators based approach to multiple attribute group decision making under uncertain linguistic environment , 2004, Inf. Sci..

[49]  Ching-Lai Hwang,et al.  Fuzzy Multiple Attribute Decision Making - Methods and Applications , 1992, Lecture Notes in Economics and Mathematical Systems.

[50]  Francisco Herrera,et al.  A Sequential Selection Process in Group Decision Making with a Linguistic Assessment Approach , 1995, Inf. Sci..

[51]  Luis Martínez-López,et al.  A communication model based on the 2-tuple fuzzy linguistic representation for a distributed intelligent agent system on Internet , 2002, Soft Comput..

[52]  Zeshui Xu,et al.  An approach to pure linguistic multiple attribute decision making under uncertainty , 2005, Int. J. Inf. Technol. Decis. Mak..

[53]  G. Bortolan,et al.  The problem of linguistic approximation in clinical decision making , 1988, Int. J. Approx. Reason..

[54]  V. Torra Negation functions based semantics for ordered linguistic labels , 1996 .

[55]  Jin-Hsien Wang,et al.  A new version of 2-tuple fuzzy linguistic representation model for computing with words , 2006, IEEE Trans. Fuzzy Syst..

[56]  Xu Ze-shui A Priority Method Based on Induced Ordered Weighted Averaging (IOWA) Operator for Fuzzy Linguistic Preference Matrices , 2003 .

[57]  Francisco Herrera,et al.  Theory and Methodology Choice functions and mechanisms for linguistic preference relations , 2000 .

[58]  Gloria Bordogna,et al.  A linguistic modeling of consensus in group decision making based on OWA operators , 1997, IEEE Trans. Syst. Man Cybern. Part A.

[59]  Ze-Shui Xu Multiple Attribute Decision Making Based on Different Types of Linguistic Information , 2006 .

[60]  Francisco Herrera,et al.  A fusion approach for managing multi-granularity linguistic term sets in decision making , 2000, Fuzzy Sets Syst..

[61]  K. Arrow,et al.  Social Choice and Individual Values , 1951 .

[62]  Itsuo Hatono,et al.  Hierarchical semi-numeric method for pairwise fuzzy group decision making , 2002, IEEE Trans. Syst. Man Cybern. Part B.

[63]  Z. Xu,et al.  On consistency of the weighted geometric mean complex judgement matrix in AHP , 2000, Eur. J. Oper. Res..

[64]  Lotfi A. Zadeh,et al.  The concept of a linguistic variable and its application to approximate reasoning-III , 1975, Inf. Sci..

[65]  XuZeshui,et al.  Hybrid aggregation operator and its application to multiple attribute decision making problems , 2003 .

[66]  Wei Gui-wu Two-tuple linguistic multiple attribute group decision making with incomplete attribute weight information , 2008 .

[67]  Francisco Herrera,et al.  A 2-tuple fuzzy linguistic representation model for computing with words , 2000, IEEE Trans. Fuzzy Syst..