WU Qing-e, SHI Zhen-jie, YUAN Jian and et al. An interval-valued fuzzy inference method based on OWA operator[J]. Journal of Light Industry, 2013, 28(4): 59-63. doi: 10.3969/j.issn.2095-476X.2013.04.015
Citation:
WU Qing-e, SHI Zhen-jie, YUAN Jian and et al. An interval-valued fuzzy inference method based on OWA operator[J]. Journal of Light Industry, 2013, 28(4): 59-63.
doi:
10.3969/j.issn.2095-476X.2013.04.015
An interval-valued fuzzy inference method based on OWA operator
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College of Electric Information Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China
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Received Date:
2013-05-30
Available Online:
2013-07-15
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Abstract
A dual threshold multiple multi-dimensional interval-valued fuzzy inference method based on similarity measure of interval-valued fuzzy sets was put forward. An OWA operator weighting method based on combinatorial number is used to calculate the weight of each interval-valued fuzzy rule antecedent, and in the calculation of similarity measure of interval-valued fuzzy sets, consider the effect of the upper and lower range of interval-values are different for calculating the similarity measure, and the importance of each factor or attribute for the conclusion is different, so as to filter out some unnecessary rules.Example analysis showed that this method is closer to the actual inference, the results are convenient for application.
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References
-
[1]
Turksen I B,Yao D D.Representation of connectives in fuzzyreasoning:The view through normal forms[J].IEEE Trans Systems,Man and Cybernetics,1984(14):146.
-
[2]
Turksen I B, Zhong Z. An approximate analogical reasoning schema based on similarity measures and interval-valued fuzzy sets[J].Fuzzy Sets and Systems,1990,34:323.
-
[3]
曾文艺,赵宜宾.基于区间数度量的区间值模糊集合的归一化距离、相似度、模糊度和包含度的关系研究[J].模糊系统与数学,2012,26(2):81.
-
[4]
Yager R R.Families of OWA operators[J].Fuzzy Sets and Systems,1993,59:125.
-
[5]
曾文艺,赵宜宾.基于区间数度量的区间值模糊集合的贴近度和模糊度的关系[J].模糊系统与数学,2012,26(1):25.
-
[6]
孙晓玲,王宁.基于OWA算子的区间值加权模糊推理[J].计算机工程与应用,2012,48(10):156.
-
[7]
柳毅,高晓光,卢广山,等.基于OWA算子的加权属性信息融合[J].仪器仪表学报,2006,27(3):322.
-
[8]
王煜,徐泽水.OWA算子赋权新方法[J].数学的实践与认识,2008,38(3):51.
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Proportional views
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