An approach to interval-valued intuitionistic uncertain linguistic multi-attribute group decision making

作者：Meng, Fanyong^*; Chen, Xiaohong; Zhang, Qiang

来源：International Journal of Machine Learning and Cybernetics, 2015, 6(5): 859-871.

DOI：10.1007/s13042-015-0401-2

• Multi-attribute group decision making
• Interval-valued intuitionistic uncertain linguistic set
• Gray relational analysis (GRA) method
• Choquet integral

The purpose of this paper is to investigate interval-valued intuitionistic uncertain linguistic multi-attribute group decision making with incomplete weight information and interactive conditions. In order to obtain the comprehensive attribute values of alternatives, the induced generalized Shapley interval-valued intuitionistic uncertain linguistic hybrid Choquet averaging (IGS-IVIULHCA) operator is defined, which globally considers not only the importance of elements and the ordered positions but also their correlations. Based on gray relational analysis (GRA) method, models for the optimal fuzzy measures are constructed. Then, a new decision approach is developed, which considers the interactive characteristics between elements in a set. Finally, a numerical example is presented to illustrate the proposed approach and demonstrate its practicality and effectiveness.

• 出版日期2015-10
• 单位北京理工大学; 青岛理工大学; 中南大学