We propose a new structure of multivariable fuzzy control systems with
a coordinator which decides the dimension of the relation matrix usin
g indices of applicability. The indices of applicability measure the i
nference error induced by the decomposition of control rules of the fu
zzy system and judge whether the decomposition is appropriate or not.
A numerical example is given.