In this paper the principle of the Genetic Algorithm is stated. There are some thorny issues such as the limitation of the primary search ability when the Genetic Algorithm is applied to blasting vibration in parameter inversion. The Compositely Genetic Algorithm is provided to solve this problem. Numerical example shows that the Compositely Genetic Algorithm is efficient and reliable.