Abstract: Combined with the global optimization ability of Niche Genetic Algorithm and the efficiency of K-Means Algorithm, a new Text Feature Words Clustering method based on Niche Hybrid Genetic Algorithm is proposed. This method first uses the Bayesian Semantics

Key words: Niche, Genetic algorithm, K-L distance, K-means clustering, Feature words clustering