Use Lagrange multipliers to find the maximum and minimum values of the function subject to the given constraint. (If an answer does not exist, enter DNE.) f(x, y, z) = x2y2z2; x2 + y2 + z2 = 4

Respuesta :

Answer:

[tex]Maximum value = \frac{27}{64}[/tex]   by using Lagrange multipliers

Step-by-step explanation:

Given the function[tex]f(x, y, z) = x^2y^2z^2[/tex]     ……..(1) subject to the condition

Ф(x, y, z) = [tex]x^2+ y^2+ z^2 =4[/tex]   ...…..... (2)

Step :1

Form Lagrange's function

F(x ,y, z) = f(x, y, z) + α Ф(x, y, z)

F(x ,y, z) =  [tex]x^2y^2z^2 + \alpha (x^2+y^2+z^2)[/tex] ……..(3) here 'α' is the Lagrange's

multipliers

Differentiating partially with respective to 'x' we get and equating zero

[tex]2xy^2z^2 + \alpha (2x) =0[/tex]

on simplification , we get

[tex]\alpha = - y^{2} z^{2}[/tex]     .....(a)

Differentiating partially with respective to 'y' we get and equating zero

[tex]x^22yz^2 + \alpha (2y) =0[/tex]

on simplification , we get

[tex]\alpha = - x^{2} z^{2}[/tex]     …. (b)

Differentiating partially with respective to 'z' we get and equating zero

[tex]x^2y^22z + \alpha (2z) =0[/tex]

on simplification , we get

[tex]\alpha = - x^{2} y^{2}[/tex]   ….. (c)

Step :2

Equating (a) and (b) , we get

[tex]y^{2} z^{2}= x^{2} z^{2}[/tex]

cancellation [tex]z^{2}[/tex] on both sides,we get

[tex]y^{2} = x^{2}[/tex]            ….. (d)

Equating (b) and (c) , we get

[tex]x^{2} z^{2}= x^{2} y^{2}[/tex]

cancellation [tex]x^{2}[/tex] on both sides, we get

[tex]z^{2} = y^{2}[/tex]       ….   (e)

Equating (c) and (a) , we get

[tex]x^{2} y^{2}= y^{2} z^{2}[/tex]

cancellation [tex]y^{2}[/tex] on both sides, we get

[tex]x^{2} = z^{2}[/tex]    …. (f)

From   (d) ,  (e), and  (f)

[tex]y^{2} = x^{2} = z^{2}[/tex]      ….  (4)

Using (2) and  (4) condition

[tex]x^2+ x^2+ x^2 =4[/tex]

[tex]3x^2 =4[/tex]

[tex]x^2 =\frac{3}{4}[/tex]

and similarly [tex]y^2 =\frac{3}{4}[/tex]  and [tex]z^2 =\frac{3}{4}[/tex]

Therefore [tex]x^2 =\frac{3}{4} , y^2 =\frac{3}{4} ,z^2 =\frac{3}{4}[/tex]

The [tex]x = \frac{\sqrt{3} }{2} , y = \frac{\sqrt{3} }{2} ,z = \frac{\sqrt{3} }{2}[/tex]

Step 3:-

Maximum value [tex]f(x, y, z) = x^2y^2z^2[/tex]

                        [tex]f(x, y, z) = \frac{3X3X3}{4X4X4}[/tex]

                        [tex]f(x, y, z) = \frac{27}{64}[/tex]

the maximum value = 27 /64