A method for judging minimum reduction based on fractal

Due to the explosive issue of attributes combination, the minimum reduction of decision-making tables is the NP-hard issue. But it is convenient and fast to decide the reduction scope by fractal dimension. The paper discusses the relationship between inherent dimension and the fractal dimension, explains the fractal dimension of one data set reflects the inherent characteristics of the data, and proposes algorithm FHMIN which judges the minimum reduction by fractal dimension.