Rough set theory has emerged as a major mathematical method to manage uncertainty which is from inexact, noisy and incomplete information. The thesis places emphasis on study of the basic problems about rough set theory—real-value attributes quantization and attributes reduction. The research about integrating genetic algorithm with rough set theory is deep and effective. Using the results concluded from the combined algorithms determining neural networks parameters can make up the shortages of neural netwo...