1. 通化师范学院数学学院,吉林,通化,134002
2. 天津师范大学数学科学学院,天津,300387
3. 通化师范学院数学学院,吉林,通化,134002
4. 天津师范大学数学科学学院,天津,300387
纸质出版:2015
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陶玉杰, 王宏志, 王贵君. Kp-积分模意义下广义Mamdani模糊系统的逼近性能及其实现[J]. 电子学报, 2015,43(11):2284-2291.
TAO Yu-jie, WANG Hong-zhi, WANG Gui-jun. Approximation Ability and Its Realization of the Generalized Mamdani Fuzzy System in the Sense of Kp-Integral Norm[J]. Acta Electronica Sinica, 2015, 43(11): 2284-2291.
陶玉杰, 王宏志, 王贵君. Kp-积分模意义下广义Mamdani模糊系统的逼近性能及其实现[J]. 电子学报, 2015,43(11):2284-2291. DOI: 10.3969/j.issn.0372-2112.2015.11.022.
TAO Yu-jie, WANG Hong-zhi, WANG Gui-jun. Approximation Ability and Its Realization of the Generalized Mamdani Fuzzy System in the Sense of Kp-Integral Norm[J]. Acta Electronica Sinica, 2015, 43(11): 2284-2291. DOI: 10.3969/j.issn.0372-2112.2015.11.022.
利用积分模(度量)研究模糊系统对可积函数类的逼近性是人们普遍关注的方法
而基于
K
-拟算术运算诱导的
Kp
-积分模不仅是一维积分模的推广
而且是刻画
p
-次可积函数类的重要工具.本文通过引入拟减运算重新定义
Kp
-积分模
且在
Kp
-积分模意义下讨论分片线性函数对一类
p
-可积函数的逼近性
进而构造性地证明广义Mamdani模糊系统对
p
-可积函数类仍有逼近性.最后通过实例分析说明广义Mamdani模糊系统的逼近效果.结果表明广义Mamdani模糊系统可以按任意精度逼近一类
p
-可积函数.
Researching on the approximation of fuzzy system to integrable function class by means of the integral norm(a metric) is one method of common concern to the people.The
Kp
-integral norm induced by the
K
-quasi-arithmetic operations is not only a generalization for a one dimensional integral norm
but also an important tool to describe the
p
-integrable function classes.In this paper
the
Kp
-integral norm is redefined by introducing the quasi-subtraction operator.In the sense of the
Kp
-integral norm
the approximation of the piecewise linear functions to a kind of
p
-integrable functions is discussed.Then
we prove constructively that the generalized Mamdani fuzzy system has the approximation to a class of
p
-integrable functions.Finally
by a practical example the approximation effect of the generalized Mamdani fuzzy systems is illustrated.The results show that the generalized Mamdani fuzzy system can approximate a kind of
p
-integrable functions to arbitrary accuracy.
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