Abstract Since the number of features dataset is much higher than patterns, dimension data, greater impact on learning algorithm. Dimension disaster has become an important problem. Feature selection can effectively reduce and improve performance Thus, in this paper, A feature algorithm based P systems (P-FS) proposed to exploit parallel ability cell-like advantage evolutionary algorithms searc...