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Find the critical points of the function f(x,y) = x3 + 3xy2 - 15x + y3 - 15y.

Mathematics

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Step 1: Find the first-order partial derivatives fxf_x and fyf_y.
The given function is:

f(x,y)=x3+3xy2−15x+y3−15yf(x,y) = x^3 + 3xy^2 - 15x + y^3 - 15y

Differentiate f(x,y)f(x,y) with respect to xx (treating yy as a constant):

fx=∂∂x(x3+3xy2−15x+y3−15y)f_x = \frac{\partial}{\partial x}(x^3 + 3xy^2 - 15x + y^3 - 15y) fx=3x2+3y2−15f_x = 3x^2 + 3y^2 - 15

Differentiate f(x,y)f(x,y) with respect to yy (treating xx as a constant):

fy=∂∂y(x3+3xy2−15x+y3−15y)f_y = \frac{\partial}{\partial y}(x^3 + 3xy^2 - 15x + y^3 - 15y) fy=6xy+3y2−15f_y = 6xy + 3y^2 - 15

Step 2: Find the critical points by setting fx=0f_x = 0 and fy=0f_y = 0.
Set fx=0f_x = 0:

3x2+3y2−15=03x^2 + 3y^2 - 15 = 0

Divide by 3:

x2+y2−5=0(1)x^2 + y^2 - 5 = 0 \quad (1)

Set fy=0f_y = 0:

6xy+3y2−15=06xy + 3y^2 - 15 = 0

Divide by 3:

2xy+y2−5=0(2)2xy + y^2 - 5 = 0 \quad (2)

From equation (1), we have x2+y2=5x^2 + y^2 = 5.
From equation (2), we have 2xy+y2=52xy + y^2 = 5.
Equating the two expressions for 5:

x2+y2=2xy+y2x^2 + y^2 = 2xy + y^2 x2=2xyx^2 = 2xy x2−2xy=0x^2 - 2xy = 0

Factor out xx:

x(x−2y)=0x(x - 2y) = 0

This gives two cases:
Case 1: x=0x = 0
Substitute x=0x = 0 into equation (1):

02+y2−5=00^2 + y^2 - 5 = 0 y2=5  ⟹  y=±5y^2 = 5 \implies y = \pm\sqrt{5}

This gives two critical points: (0,5)(0, \sqrt{5}) and (0,−5)(0, -\sqrt{5}).

Case 2: x−2y=0  ⟹  x=2yx - 2y = 0 \implies x = 2y
Substitute x=2yx = 2y into equation (1):

(2y)2+y2−5=0(2y)^2 + y^2 - 5 = 0 4y2+y2−5=04y^2 + y^2 - 5 = 0 5y2−5=05y^2 - 5 = 0 5y2=5  ⟹  y2=1  ⟹  y=±15y^2 = 5 \implies y^2 = 1 \implies y = \pm 1

If y=1y = 1, then x=2(1)=2x = 2(1) = 2. Critical point: (2,1)(2, 1).
If y=−1y = -1, then x=2(−1)=−2x = 2(-1) = -2. Critical point: (−2,−1)(-2, -1).
The critical points are (0,5)(0, \sqrt{5}), (0,−5)(0, -\sqrt{5}), (2,1)(2, 1), and (−2,−1)(-2, -1).

Step 3: Calculate the second-order partial derivatives.

fxx=∂∂x(3x2+3y2−15)=6xf_{xx} = \frac{\partial}{\partial x}(3x^2 + 3y^2 - 15) = 6x fyy=∂∂y(6xy+3y2−15)=6x+6yf_{yy} = \frac{\partial}{\partial y}(6xy + 3y^2 - 15) = 6x + 6y fxy=∂∂y(3x2+3y2−15)=6yf_{xy} = \frac{\partial}{\partial y}(3x^2 + 3y^2 - 15) = 6y

Step 4: Calculate the discriminant D(x,y)D(x,y).

D(x,y)=fxxfyy−(fxy)2D(x,y) = f_{xx}f_{yy} - (f_{xy})^2 D(x,y)=(6x)(6x+6y)−(6y)2D(x,y) = (6x)(6x + 6y) - (6y)^2 D(x,y)=36x2+36xy−36y2D(x,y) = 36x^2 + 36xy - 36y^2 D(x,y)=36(x2+xy−y2)D(x,y) = 36(x^2 + xy - y^2)

Step 5: Evaluate D(x,y)D(x,y) and fxx(x,y)f_{xx}(x,y) at each critical point.

For (0,5)(0, \sqrt{5}):

D(0,5)=36(02+0(5)−(5)2)=36(0+0−5)=−180D(0, \sqrt{5}) = 36(0^2 + 0(\sqrt{5}) - (\sqrt{5})^2) = 36(0 + 0 - 5) = -180

Since D(0,5)<0D(0, \sqrt{5}) < 0, (0,5)(0, \sqrt{5}) is a saddle point.
The function value is f(0,5)=03+3(0)(5)2−15(0)+(5)3−15(5)=55−155=−105f(0, \sqrt{5}) = 0^3 + 3(0)(\sqrt{5})^2 - 15(0) + (\sqrt{5})^3 - 15(\sqrt{5}) = 5\sqrt{5} - 15\sqrt{5} = -10\sqrt{5}.

For (0,−5)(0, -\sqrt{5}):

D(0,−5)=36(02+0(−5)−(−5)2)=36(0+0−5)=−180D(0, -\sqrt{5}) = 36(0^2 + 0(-\sqrt{5}) - (-\sqrt{5})^2) = 36(0 + 0 - 5) = -180

Since D(0,−5)<0D(0, -\sqrt{5}) < 0, (0,−5)(0, -\sqrt{5}) is a saddle point.
The function value is f(0,−5)=03+3(0)(−5)2−15(0)+(−5)3−15(−5)=−55+155=105f(0, -\sqrt{5}) = 0^3 + 3(0)(-\sqrt{5})^2 - 15(0) + (-\sqrt{5})^3 - 15(-\sqrt{5}) = -5\sqrt{5} + 15\sqrt{5} = 10\sqrt{5}.

For (2,1)(2, 1):

D(2,1)=36(22+(2)(1)−12)=36(4+2−1)=36(5)=180D(2, 1) = 36(2^2 + (2)(1) - 1^2) = 36(4 + 2 - 1) = 36(5) = 180

Since D(2,1)>0D(2, 1) > 0, we check fxx(2,1)f_{xx}(2, 1):

fxx(2,1)=6(2)=12f_{xx}(2, 1) = 6(2) = 12

Since fxx(2,1)>0f_{xx}(2, 1) > 0 and D(2,1)>0D(2, 1) > 0, (2,1)(2, 1) is a local minimum.
The function value is f(2,1)=23+3(2)(1)2−15(2)+13−15(1)=8+6−30+1−15=15−45=−30f(2, 1) = 2^3 + 3(2)(1)^2 - 15(2) + 1^3 - 15(1) = 8 + 6 - 30 + 1 - 15 = 15 - 45 = -30.

For (−2,−1)(-2, -1):

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