A MAGDM Method Based on 2-Tuple Linguistic Heronian Mean and New Operational Laws

In this paper, we investigate the multiple attributes group decision making (MAGDM) problem with 2-tuple linguistic information. According to some closed operational laws of 2-tuple linguistic, some Algebra t-norm and s-norm based Heronian aggregation operators of 2-tuple linguistic information are put forward, the desired properties and the special cases where the parameters take different values are also discussed. Furthermore, a method of MAGDM under 2-tuple linguistic environment is proposed based on the Algebra t-norm and s-norm based 2-tuple linguistic Heronian mean operator or the Algebra t-norm and s-norm based 2-tuple linguistic weighted Heronian mean operator. Finally, a numerical example is presented to demonstrate the proposed method.

[1]  Peide Liu,et al.  Multi-attribute decision-making approach based on intuitionistic trapezoidal fuzzy generalized heronian OWA operator , 2014, J. Intell. Fuzzy Syst..

[2]  Mariano Eriz Aggregation Functions: A Guide for Practitioners , 2010 .

[3]  Wei Yang,et al.  New aggregation operators based on the Choquet integral and 2-tuple linguistic information , 2012, Expert Syst. Appl..

[4]  Dejian Yu,et al.  Intuitionistic fuzzy geometric Heronian mean aggregation operators , 2013, Appl. Soft Comput..

[5]  Huayou Chen,et al.  Generalized Linguistic Ordered Weighted Hybrid Logarithm Averaging Operators and Applications to Group Decision Making , 2015, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[6]  Shu-Ping Wan,et al.  2-Tuple linguistic hybrid arithmetic aggregation operators and application to multi-attribute group decision making , 2013, Knowl. Based Syst..

[7]  George J. Klir,et al.  Fuzzy sets and fuzzy logic - theory and applications , 1995 .

[8]  Zhiming Zhang,et al.  2-tuple Linguistic Bonferroni Mean Operators and Their Application to Multiple Attribute Group Decision Making , 2014 .

[9]  Chun Yong Wang,et al.  Type-2 fuzzy rough sets based on extended t-norms , 2015, Inf. Sci..

[10]  Dejian Yu,et al.  Hesitant fuzzy prioritized operators and their application in multi-criteria group decision making , 2012 .

[11]  Jian-jun Zhu,et al.  A Multiple Attribute Decision Making Method Based on Uncertain Linguistic Heronian Mean , 2013 .

[12]  J. Merigó,et al.  Linguistic power aggregation operators and their application to multiple attribute group decision making , 2012 .

[13]  Guiwu Wei,et al.  Some dependent aggregation operators with 2-tuple linguistic information and their application to multiple attribute group decision making , 2012, Expert Syst. Appl..

[14]  Carlo Bonferroni Sulle medie multiple di potenze , 1950 .

[15]  Miin-Shen Yang,et al.  On Similarity, Inclusion Measure and Entropy between Type-2 Fuzzy Sets , 2012, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[16]  Xiaojie Wang,et al.  On Prioritized 2-tuple Ordered Weighted Averaging Operators , 2012, AMT.

[17]  Yejun Xu,et al.  Power Geometric Operators for Group Decision Making under Multiplicative Linguistic Preference Relations , 2012, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[18]  Witold Pedrycz,et al.  An extended VIKOR method based on prospect theory for multiple attribute decision making under interval type-2 fuzzy environment , 2015, Knowl. Based Syst..

[19]  Zeshui Xu,et al.  Some issues on intuitionistic fuzzy aggregation operators based on Archimedean t-conorm and t-norm , 2012, Knowl. Based Syst..

[20]  Dejian Yu,et al.  Interval-valued intuitionistic fuzzy Heronian mean operators and their application in multi-criteria decision making , 2012 .

[21]  Jin-Han Park,et al.  2-Tuple linguistic harmonic operators and their applications in group decision making , 2013, Knowl. Based Syst..

[22]  José M. Merigó,et al.  Linguistic Aggregation Operators for Linguistic Decision Making Based on the Dempster-Shafer Theory of Evidence , 2010, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[23]  Ronald R. Yager,et al.  On generalized Bonferroni mean operators for multi-criteria aggregation , 2009, Int. J. Approx. Reason..

[24]  Zeshui Xu,et al.  Geometric Bonferroni means with their application in multi-criteria decision making , 2013, Knowl. Based Syst..

[25]  Shouzhen Zeng,et al.  A Method Based on OWA Operator and Distance Measures for Multiple Attribute Decision Making with 2-Tuple Linguistic Information , 2012, Informatica.

[26]  Gui-Wu Wei,et al.  Some Bonferroni mean operators with 2-tuple linguistic information and their application to multiple attribute decision making , 2014, J. Intell. Fuzzy Syst..

[27]  Francisco Herrera,et al.  The 2-Tuple Linguistic Computational Model. Advantages of Its Linguistic Description, Accuracy and Consistency , 2001, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[28]  Shu-Ping Wan,et al.  Some Hybrid Geometric Aggregation Operators with 2-tuple Linguistic Information and Their Applications to Multi-attribute Group Decision Making , 2013, Int. J. Comput. Intell. Syst..

[29]  Radko Mesiar,et al.  A Model Based on Linguistic 2-Tuples for Dealing With Heterogeneous Relationship Among Attributes in Multi-expert Decision Making , 2015, IEEE Transactions on Fuzzy Systems.

[30]  Huayou Chen,et al.  On new operational laws of 2-tuple linguistic information using Archimedean t-norm and s-norm , 2014, Knowl. Based Syst..

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

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

[33]  V. Torra,et al.  A framework for linguistic logic programming , 2010 .

[34]  Humberto Bustince,et al.  On averaging operators for Atanassov's intuitionistic fuzzy sets , 2011, Inf. Sci..

[35]  Hong-yu Zhang,et al.  An Interval Type-2 Fuzzy Number Based Approach for Multi-Criteria Group Decision-Making Problems , 2015, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[36]  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.

[37]  Yejun Xu,et al.  Approaches based on 2-tuple linguistic power aggregation operators for multiple attribute group decision making under linguistic environment , 2011, Appl. Soft Comput..

[38]  Gui-Wu Wei,et al.  Some generalized aggregating operators with linguistic information and their application to multiple attribute group decision making , 2011, Comput. Ind. Eng..

[39]  Hu-Chen Liu,et al.  Evaluating the risk of healthcare failure modes using interval 2-tuple hybrid weighted distance measure , 2014, Comput. Ind. Eng..

[40]  Zeshui Xu,et al.  Qualitative decision making with correlation coefficients of hesitant fuzzy linguistic term sets , 2015, Knowl. Based Syst..

[41]  Chen-Tung Chen,et al.  Measuring the Intellectual Capital Performance Based on 2-tuple Fuzzy Linguistic Information , 2005 .

[42]  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..

[43]  Zeshui Xu,et al.  Approaches to manage hesitant fuzzy linguistic information based on the cosine distance and similarity measures for HFLTSs and their application in qualitative decision making , 2015, Expert Syst. Appl..

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

[45]  Gui-Wu Wei,et al.  A method for multiple attribute group decision making based on the ET-WG and ET-OWG operators with 2-tuple linguistic information , 2010, Expert Syst. Appl..

[46]  Yejun Xu,et al.  Some proportional 2-tuple geometric aggregation operators for linguistic decision making , 2013, J. Intell. Fuzzy Syst..

[47]  Xin Zhang,et al.  Some intuitionistic uncertain linguistic Heronian mean operators and their application to group decision making , 2014, Appl. Math. Comput..

[48]  José M. Merigó,et al.  Induced 2-tuple linguistic generalized aggregation operators and their application in decision-making , 2013, Inf. Sci..

[49]  Shouzhen Zeng,et al.  A method based on induced aggregation operators and distance measures to multiple attribute decision making under 2-tuple linguistic environment , 2014, J. Comput. Syst. Sci..

[50]  Ling Huang,et al.  An Approach to Group Decision Making Problems Based on 2-Tuple Linguistic Aggregation Operators , 2008, 2008 ISECS International Colloquium on Computing, Communication, Control, and Management.