On Infinite Products of Fuzzy Matrices

In this paper, we study the convergence of infinite products of a finite number of fuzzy matrices, where the operations involved are max-min algebra. Two types of convergences in this context will be discussed: the weak convergence and strong convergence. Since any given fuzzy matrix can be "decomposed" of the sum of its associated Boolean matrices, we shall show that the weak convergence of infinite products of a finite number of fuzzy matrices is equivalent to the weak convergence of infinite products of a finite number of the associated Boolean matrices. Further characterizations regarding the strong convergence will be established. On the other hand, sufficient conditions for the weak convergence of infinite products of fuzzy matrices are proposed. A necessary condition for the weak convergence of infinite products of fuzzy matrices is presented as well.

[1]  François Robert,et al.  Discrete iterations - a metric study , 1986, Springer series in computational mathematics.

[2]  M. Thomason Convergence of powers of a fuzzy matrix , 1977 .

[3]  Zhou-Tian Fan,et al.  On the oscillating power sequence of a fuzzy matrix , 1998, Fuzzy Sets Syst..

[4]  Lotfi A. Zadeh,et al.  Similarity relations and fuzzy orderings , 1971, Inf. Sci..

[5]  H. Carter Fuzzy Sets and Systems — Theory and Applications , 1982 .

[6]  D. Rosenblatt,et al.  On the graphs of finite idempotent Boolean relation matrices , 1963 .

[7]  I. Daubechies,et al.  Sets of Matrices All Infinite Products of Which Converge , 1992 .

[8]  Li Jian-Xin Periodicity of powers of fuzzy matrices (finite fuzzy relations) , 1992 .

[9]  S. Ovchinnikov STRUCTURE OF FUZZY BINARY RELATIONS , 1981 .

[10]  Ki Hang Kim Boolean matrix theory and applications , 1982 .

[11]  L J Xin CONVERGENCE OF POWERS OF CONTROLLABLE FUZZY MATRICES , 1994 .

[12]  Zhou-Tian Fan,et al.  Convergence of the power sequence of a nearly monotone increasing fuzzy matrix , 1997, Fuzzy Sets Syst..

[13]  Waldemar Kolodziejczyk,et al.  Convergence of powers of s-transitive fuzzy matrices , 1988 .

[14]  Bart De Schutter,et al.  On the Sequence of Consecutive Powers of a Matrix in a Boolean Algebra , 1999, SIAM J. Matrix Anal. Appl..

[15]  H. Hashimoto,et al.  Convergence of powers of a fuzzy transitive matrix , 1983 .

[16]  D. J. Hartfiel On Infinite Products of Nonnegative Matrices , 1974 .

[17]  Chin-Tzong Pang,et al.  Convergence of products of fuzzy matrices , 2001, Fuzzy Sets Syst..