Solvability and unique solvability of max-min fuzzy equations

Abstract The problem of solvability and the problem of unique solvability of a fuzzy relation equation in an arbitrary max–min algebra are considered and corresponding necessary and sufficient conditions are presented. The results allow to solve both problems by an O (mnp) algorithm, where m,n,p are the dimensions of the corresponding relations in the equation. The existence of the greatest and of the least solution is also considered.

[1]  Katarína Cechlárová Unique solvability of max-min fuzzy equations and strong regularity of matrices over fuzzy algebra , 1995, Fuzzy Sets Syst..

[2]  W. Pedrycz,et al.  Fuzzy Relation Equations and Their Applications to Knowledge Engineering , 1989, Theory and Decision Library.

[3]  Katarína Cechlárová,et al.  Linear independence in bottleneck algebras , 1996, Fuzzy Sets Syst..

[4]  Peter Butkovič,et al.  Strong linear independence in bottleneck algebra , 1987 .

[5]  Peter Butkovic,et al.  Strong Regularity of Matrices - A Survey of Results , 1994, Discret. Appl. Math..

[6]  Hideyuki Imai,et al.  Some properties of minimal solutions for a fuzzy relation equation , 1997, Fuzzy Sets Syst..

[7]  Irina Perfilieva,et al.  COMPATIBILITY OF SYSTEMS OF FUZZY RELATION EQUATIONS , 2000 .

[8]  Elie Sanchez,et al.  Resolution of Composite Fuzzy Relation Equations , 1976, Inf. Control..

[9]  Katarína Cechlárová Strong regularity of matrices in a discrete bottleneck algebra , 1990 .

[10]  Katarína Cechlárová,et al.  Strong regularity of matrices in a discrete bounded bottleneck algebra , 1997 .

[11]  Witold Pedrycz Identification in fuzzy systems , 1984, IEEE Transactions on Systems, Man, and Cybernetics.

[12]  Siegfried Gottwald,et al.  Fuzzy Sets and Fuzzy Logic , 1993 .

[13]  Witold Pedrycz,et al.  Fuzzy control and fuzzy systems , 1989 .

[14]  Hideyuki Imai,et al.  Unattainable solutions of a fuzzy relation equation , 1998, Fuzzy Sets Syst..