16.4 Higher order derivatives
Ifz=f(x,y)is a function ofxandy,then
∂z
∂xis also a function ofxandyand somay itself be partially differentiated with respect tox,
∂
∂x(
∂z
∂x)
or with respect toy,
∂
∂y(
∂z
∂x). We write suchsecond order derivatesas:
∂^2 z
∂x^2,∂^2 z
∂x∂y,∂^2 z
∂y∂x,∂^2 z
∂y^2which we will sometimes write aszxx,zxy,zyx,zyy, respectively.
For all functions we are interested in we may assume that
∂^2 z
∂x∂y=∂^2 z
∂y∂xor zxy=zyxSimilarly, higher order derivates may be defined, such as
∂^3 z
∂x^2 ∂y=zxxy,etc.Problem 16.2
Evaluate all second order derivatives of the functionf.x,y/=x^3 Yy^3 Y 2 xyYx^2 yand verify that@^2 f
@x@y=@^2 f
@y@xThe differentiation off(x,y)=x^3 +y^3 + 2 xy+x^2 yis routine and we obtain
fx= 3 x^2 + 2 y+ 2 xy fxx= 6 x+ 2 y
fy= 3 y^2 + 2 x+x^2 fyy= 6 yfxy=(fx)y=( 3 x^2 + 2 y+ 2 xy)y= 2 + 2 xfyx=(fy)x=( 3 y^2 + 2 x+x^2 )x= 2 + 2 x
=fxyExercises on 16.4
- Find all first and second order partial derivatives of the following functions,f(x,y),
checking the equality of the mixed derivatives
(i) f(x,y)=x^3 y^2 + 4 xy^4 (ii) f(x,y)=exycos(x+y)