A navigation method, performed by a smart moving device, includes determining a navigation strategy according to a preset navigation calculation function; acquiring collision indication information related to a collision status when the smart moving device moves according to the navigation strategy; and adjusting the preset navigation calculation function according to the collision indication information; and updating the navigation strategy according to the adjusted navigation calculation function.