A novel approach for ranking in interval-valued information systems

作者：Xie, Bin^*; Li, Lei-jun; Mi, Ju-sheng

来源：Journal of Intelligent and Fuzzy Systems, 2016, 30(1): 523-534.

DOI：10.3233/IFS-151777

• Interval-valued information systems
• ranking decision
• weighted standardized cardinality
• inclusion indicator

In decision making analysis, ranking decision with anti-noise capability is a very desirable issue. This paper focuses on analysing data in interval-valued information systems. A new approach ranking with weighted standardized cardinality (WSC) and inclusion indicator in interval-valued information systems is proposed. It is a novel generalization of ranking method based on dominance classes. The new approach overcomes the drawback of sensitivity to noise for raking using dominance classes-based method. In this paper, each object with all attribute values is regarded as an interval-valued fuzzy set (IVF-set). By defining WSC with controlling parameters and single interval inclusion indicator, two kinds of inclusion indicators of the IVF-set are constructed. The approach is based on the novel idea of raking with WSC and inclusion indicator rather than dominance classes. Experiments verify that the new approach is noise-resistant.

• 出版日期2016
• 单位河北师范大学