Abstract: This paper presented a new ideas for resolving linear matrix inequalities using evolutionary computation, which decides the stability of the fuzzy model-based control. Experiments proved it is a effective algorithm to achieve gain scheduling and stability checking of fuzzy controllor. In the end,two examples conducted in simulations demonstrated the effectiveness of the proposed algorithm for solving matrix inequalities.