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In Exercises 24–32, find the maximum and minimum of the functionf subject to the given constraint. In each case explain why the maximum and minimum must both exist.

f(x,y,z)=xyzwhenx2+4y2+16z2=64

Short Answer

Expert verified

The maximum value of the given function is 6433and the minimum value of the function is -6433.As the constraint is an ellipsoid that is bounded and closed, so maximum and minimum both exist.

Step by step solution

01

Step 1. Given Information.

The given function is f(x,y,z)=xyzand the given constraint isx2+4y2+16z2=64.

02

Step 2. Find the critical points of the function.

Let's write the gradient of the given functions,

∇f(x,y,z)=yzi+yzj+xyk∇g(x,y,z)=2xi+8yj+32zk

Use the Lagrange's method, so the equation is,

role="math" localid="1649931058104" ∇f(x,y,z)=λ∇g(x,y,z)yzi+yzj+xyk=λ(2xi+8yj+32zk)yzi+yzj+xyk=2λxi+8λyj+32λzk

Here, yz=2λx,xz=8λy,andxy=32λz.

The values of λ,we get are λ=yz2x=xz8y=xy32z.

Thus, x2=4y2andz2=y24.

Substitute the above value in the given constraint,

x2+4y2+16z2=644y2+4y2+4y2=6412y2=64y=±43

So, x=±83,andz=±23.

Hence the points we get arerole="math" localid="1649931596298" (−83,−43,−23),(83,−43,−23),(83,−43,23),(−83,−43,23),(−83,43,−23),(83,43,−23),(83,43,23),and(−83,43,23).

03

Step 3. Find the maximum and minimum of a function.

Now, let's find the value of the function through the points.

So,

When the points are (−83,−43,−23),(83,−43,23),(83,43,−23)

and(−83,43,23)the value of the function is -6433.

And when the points are (83,−43,−23),(−83,−43,23),(−83,43,−23),

and(83,43,23)the value of the function is 6433.

The maximum value of the function is 6433and the minimum value of the function is -6433.

As the constraint is an ellipsoid that is bounded and closed, so maximum and minimum both exist.

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