The Real World and Minimization Example of Two Variables---I

• Consider the case when there are two variables.

  

• where we have taken the special case where there is no term proportional to ;

• such a term only confuses the current discussion, and we will soon see how to put it back in.

• The difficulty (lack of convergence of iterative scheme) occurs when