A uniform approach of linguistic truth values in sensor evaluation

被引:21
作者
Zou, Li [1 ]
Liu, Xin [2 ]
Wu, Zhengjiang [3 ]
Xu, Yang [3 ]
机构
[1] Liaoning Normal Univ, Sch Comp & Informat Technol, Dalian 116029, Peoples R China
[2] Liaoning Normal Univ, Math Coll, Dalian 116029, Peoples R China
[3] SW Jiaotong Univ, Intelligent Control & Dev Ctr, Chengdu 610031, Sichuan, Peoples R China
基金
高等学校博士学科点专项科研基金; 中国国家自然科学基金;
关键词
Linguistic truth value; Standard linguistic truth value; Sensor evaluation;
D O I
10.1007/s10700-008-9046-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
During the sensor evaluation procedure, each valuator uses his/her own ordinary linguistic truth values for the same factor because of different preference. That will brings some disadvantages to aggregate the information. For a uniform criterion, the standard linguistic truth value (SLTV) set is proposed. Based on the former hypothesis of transformation models of linguistic truth values, four transformation models are discussed: the model of point to point, the model of fuzzy set to point, the model of point to fuzzy set and the model of fuzzy set to fuzzy set. An example is to analyze it. Using the applicability measure we can choose appropriate SLTV for the different sensory evaluation system.
引用
收藏
页码:387 / 397
页数:11
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