The Large and the Small Magellanic Clouds (LMC and SMC) made close encounters some 10^8 years ago on their binary orbits around the Galaxy. The LMC and SMC perturbed each other seriously to enhance their star formation. The present paper applies a cloud model for interstellar gas and numerically estimate the past star formation rate at the galaxy collision