The Extended Hierarchical Linguistic Model in Fuzzy Cognitive Maps

被引：3
|
作者：
Leyva-Vazquez, Maikel [1 ]
Santos-Baquerizo, Eduardo [1 ]
Pena-Gonzalez, Miriam [1 ]
Cevallos-Torres, Lorenzo [1 ]
Guijarro-Rodriguez, Alfonso [1 ]
机构：
[1] Univ Guayaquil, Fac Ciencias Matemat & Fis, Guayaquil, Guayas, Ecuador
来源：
TECHNOLOGIES AND INNOVATION | 2016年 / 658卷
关键词：
Fuzzy Cognitive Maps; CWW; ELH; Non-functional requirement;
D O I：
10.1007/978-3-319-48024-4_4
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Fuzzy cognitive maps allow multi-expert causality modelling using linguistic 2-tuples values to improve the accuracy of the computing with words processes regarding classical symbolic approaches. Experts provide causal relations according to their knowledge, because they can have different educational backgrounds, or experiences. It seems logical that they might use different scales to express their mental models. In this work, we propose a new method for extending fuzzy cognitive maps, using the computing with words paradigm and the extended hierarchical linguistic model making it possible to model causal relation by means of linguistic information, where experts would use different linguistic scales to express causal relations. An illustrative example is shown to demonstrate the applicability of the proposed method in the modelling of inter-dependencies among nonfunctional requirements.
引用
收藏
页码：39 / 50
页数：12
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