16.4 Higher order derivatives
Ifz=f(x,y)is a function ofxandy,then
∂z
∂x
is also a function ofxandyand so
may 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^2
which 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∂x
or zxy=zyx
Similarly, 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 function
f.x,y/=x^3 Yy^3 Y 2 xyYx^2 y
and verify that
@^2 f
@x@y
=
@^2 f
@y@x
The 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 y
fxy=(fx)y=( 3 x^2 + 2 y+ 2 xy)y= 2 + 2 x
fyx=(fy)x=( 3 y^2 + 2 x+x^2 )x= 2 + 2 x
=fxy
Exercises 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)