To find an extremum, we should set both partial derivatives of the function equal to zero. That is
"\\frac{\\partial f(x,y)}{\\partial x} = 3 x^2 + 9y = 0" and "\\frac{\\partial f(x,y)}{\\partial y} = -3 y^2 + 9x = 0"
From the first equation "y = -\\frac{1}{3}x^2" , substituting this into the second equation get "-\\frac{x^4}{3}+9x = 0" , or"x^4 - 27 x =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
"\\frac{\\partial^2f(x,y)}{\\partial x^2}= 6x"
"\\frac{\\partial^2f(x,y)}{\\partial y^2}= -6y"
"\\frac{\\partial^2f(x,y)}{\\partial x \\partial y}= 9"
"D(x,y) = \\frac{\\partial^2f(x,y)}{\\partial x^2} \\frac{\\partial^2f(x,y)}{\\partial y^2} - (\\frac{\\partial^2f(x,y)}{\\partial x \\partial y})^2 = -36 x y - 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 "\\frac{\\partial^2f(x,y)}{\\partial x^2} = 18 > 0" , so in this point the function has minimum
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