Firstly, for critical points the first derivatives df(x,y)/dx=f
x and df(x,y)/dy=f
y must be equal to zero simultaneously. Namely f
x=f
y=0.
Since f(x,y)=x2y2-x2-y2?
fx=2xy2-2x=0 so 2x(y2-1)=0 which means either x=0 or y=1 or y=-1
fy=2yx2-2y=0 so 2y(x2-1)=0 which means either y=0 or x=1 or x=-1
But since both equations must be satisfied simultaneously we have 5 critical points:
(0,0), (-1,1), (1,-1), (1,1) and (-1,-1).
And also for a local maximum the following conditions must be satisfied simultaneously
I. fxx<0
II.0xx*fyy-fxy*fyx
Thus we now have to find the second partial derivatives for an evaluation:
fxx=2y2-2
fyy=2x2-2
fxy=fyx =4yx
Among the critical points for only point (0,0) the first condition is satisfied (namely fxx<0). Lets check whether this point also satisfies the second condition:
fxx*fyy-fxy*fyx =(2y2-2)*(2x2-2)-16x2y2=(-2)*(-2)-0=4
since 0<4 the second condition is also satisfied. Therfore point (0,0) is a local maximum.