A new appoach for curve fitting based on the basic theory of recursive function ispresented. I11-condition matrix which exists usually in the least square fitting appears no morein this appoach. The power number of the fitted polynomials can be gotten automaticly.The theories of curve fitting with linear function, polynomial function and common functionare presented. Two examples to show the accuracy of the appoach are provided.