Given the function f(x,y) = e^x ( x^2 - y^2) find all critical points and classify each as a local maximum, local minimum, or neither.
Solution.
Find the partial derivatives:
"\\frac{\\partial f}{\\partial x}=2xe^x+(x^2-y^2)e^x,"
"\\frac{\\partial f}{\\partial y}=-2ye^x."
Let's solve the system of equations"2xe^x+(x^2-y^2)e^x=0,\\newline\n-2ye^x=0."
From the second equation "y=0." Substitute "y=0" in the first equation of the system and find x:
"(2x+x^2)e^x=0,\\newline\n2x+x^2=0,\\newline\nx(2+x)=0,\\newline\nx_1=0, x_2=-2."
So we have two critical points (0,0) and (-2,0).
Find the partial derivatives of the second order:
"B=\\frac{\\partial ^2f}{\\partial x\\partial y}=-2ye^x,"
"A=\\frac{\\partial ^2f}{\\partial x^2}=4xe^x+(x^2-y^2)e^x+2e^x,"
"C=\\frac{\\partial ^2f}{\\partial y^2}=-2e^x."
Let us calculate the value of these second-order partial derivatives at the critical points.
Calculate the values for point (0; 0):
"A=2, B=0, C=-2."
Calculate AC - B 2 = -4 <0, then there is no global extremum.
Calculate the values for point (-2; 0):
"A=-\\frac{2}{e^2},B=0, C=-\\frac{2}{e^2}."
Calculate AC - B 2 = 4 / e 4 > 0 and A <0, then at the point (-2; 0) there is a local maximum and "f_{max}" (-2; 0) = 4 / e 2
Answer. Two critical points (0,0) and (-2,0). Point (-2,0) is a point of local maximum.
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