In order to find the maximum rate of change, we need to find the gradient of the function. The gradient of a function of two variables is defined to be:
So:
Hence:
Since we need to find all the points at which the direction of fastest change of the function is . Then:
Therefore:
So, we can conclude, that all the points where the direction of fastest change of lie on the line: