The vector theory on self-focusing of a high-power laser beam in the nonlinear isotropic medium is presented. Based on the laser beam tracking algorithm with self-adapting, which is the modification of the split-step Fourier methods, the numerical results show that the peak intensity on the axis of the light beam reduces little by little, and it takes on some space periods. The non-collapse of light beam in self-focusing is given.