Let $z = f ( x , y )$ $x = r \cos \theta$

Essay

Let $z = f ( x , y )$ , $x = r \cos \theta$ , and $y = r \sin \theta$ .(a) Show that $| \nabla f | ^ { 2 } = \left( \frac { \delta f } { \delta r } \right) ^ { 2 } + \frac { 1 } { r ^ { 2 } } \left( \frac { \delta f } { \delta \theta } \right) ^ { 2 }$ (b) Let $z = \ln \left( x ^ { 2 } + y ^ { 2 } \right)$ compute $| \nabla f |$ by using the formula in part (a).