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:
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.
Approximation Ability and Its Realization of the Generalized Mamdani Fuzzy System in the Sense of Kp-Integral Norm
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