Taking MAC matrix and Fisher information matrix, and shape error as optimization criteria respectively, the integer-coded genetic algorithm is applied to optimal sensor placement. Compared with three existing optimal sensor placement method, which are divide equally method, effective independence method, and cumulative method based on QR decomposition, The results indicate that the integer-coded genetic algorithm is better than three existing method.