Reyhaneh Tati - Department of computer, Doroud Branch, Islamic Azad University, Doroud, Iran

The problem of finding effective data reduction algorithm was discussed in the paper. To improve the quality of initial data, the matrix and singular value decomposition and fuzzy reasoning were used, the method of selection of the most efficient reduction algorithm was proposed.

data reduction, singular value decomposition, fuzzy logic