find all points where the function has any relative extrema or saddle points and identify the type of…

find all points where the function has any relative extrema or saddle points and identify the type of relative extremum.\nf(x,y)=x² + 2y² - xy²\na. relative minimum at (0,0) and saddle points at (2,2) and (2, - 2)\nb. saddle point at (0,0) and relative minima at (2,2) and (2, - 2)\nc. relative minimum at (0,0) and relative maxima at (2,2) and (2, - 2)\nd. relative maximum at (0,0) and saddle points at (2,2) and (2, - 2)
Answer
Explanation:
Step1: Find first - order partial derivatives
The function is (f(x,y)=x^{2}+2y^{2}-xy^{2}). The first - order partial derivatives: (f_{x}=\frac{\partial f}{\partial x}=2x - y^{2}) (f_{y}=\frac{\partial f}{\partial y}=4y-2xy)
Step2: Find critical points
Set (f_{x}=0) and (f_{y}=0). From (f_{y}=4y - 2xy=2y(2 - x)=0), we have two cases: Case 1: (y = 0). Substitute (y = 0) into (f_{x}): (2x-y^{2}=2x=0), so (x = 0). The critical point is ((0,0)). Case 2: (x = 2). Substitute (x = 2) into (f_{x}): (2x-y^{2}=4 - y^{2}=0), then (y=\pm2). The critical points are ((2,2)) and ((2, - 2)).
Step3: Find second - order partial derivatives
(f_{xx}=\frac{\partial^{2}f}{\partial x^{2}}=2), (f_{xy}=\frac{\partial^{2}f}{\partial x\partial y}=-2y), (f_{yy}=\frac{\partial^{2}f}{\partial y^{2}}=4 - 2x) The discriminant (D=f_{xx}f_{yy}-(f_{xy})^{2}) For ((0,0)): (f_{xx}(0,0)=2), (f_{xy}(0,0)=0), (f_{yy}(0,0)=4) (D=(2)(4)-0^{2}=8>0) and (f_{xx}(0,0)=2>0). So ((0,0)) is a relative minimum. For ((2,2)): (f_{xx}(2,2)=2), (f_{xy}(2,2)=-4), (f_{yy}(2,2)=4 - 4 = 0) (D=(2)(0)-(-4)^{2}=-16<0). So ((2,2)) is a saddle point. For ((2,-2)): (f_{xx}(2,-2)=2), (f_{xy}(2,-2)=4), (f_{yy}(2,-2)=4 - 4 = 0) (D=(2)(0)-(4)^{2}=-16<0). So ((2,-2)) is a saddle point.
Answer:
A. Relative minimum at ((0,0)) and saddle points at ((2,2)) and ((2, - 2))