The Steepest descent method and the Conjugate gradient to minimize nonlinear functions have been studied in this work. Algorithms are presented implemented Matlab software for both methods. However, a comparison has made between method. obtained results time efficiency aspects. It is shown that needs fewer iterations more than On other hand, converges function less