To find an extremum, we should set both partial derivatives of the function equal to zero. That is
∂x∂f(x,y)=3x2+9y=0 and ∂y∂f(x,y)=−3y2+9x=0
From the first equation y=−31x2 , substituting this into the second equation get −3x4+9x=0 , orx4−27x=0. This equation has two solutions: x = 0 and x = 3, substituting them into expression for y we get two critical points (0, 0) and (3, -3)
Now calculate the second derivatives matrix
∂x2∂2f(x,y)=6x
∂y2∂2f(x,y)=−6y
∂x∂y∂2f(x,y)=9
D(x,y)=∂x2∂2f(x,y)∂y2∂2f(x,y)−(∂x∂y∂2f(x,y))2=−36xy−81
In point (0, 0), D(0, 0) = -81 < 0, so this point is a saddle point.
In point (3, -3) D(3, -3) = 324 - 81=243 >0, and ∂x2∂2f(x,y)=18>0 , so in this point the function has minimum
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