Abstract: The paper presents an inexact reasoning algorithm based on fuzzy production rule matrix transformations, and interprets the inference process of the algorithm with examples.Furthemore the paper proves that the complexity Of the algorithm is O(n+1) for the knowledge system with n fuzzy production rules.

Key words: fussy production rule, fuzzy rule matrix, fuzzy matrix transformation, inexact reasoning