optimization - Find and Evaluate Critical Points - Mathematics Stack . . . You will find the points where fx = fy = 0 f x = f y = 0, then look at the Hessian for each point This is pretty straight forward for this equation, but ensuring you have found all the points where this is true requires careful bookkeeping: