Marty's question at Yahoo Answers regarding minimizing a cost function

MarkFL
Gold Member
MHB
Messages
13,284
Reaction score
12
Here is the question:

Help with cost functions?


Hi there,

Got this cost function question where C(x) = 40/x + x/10
I need to find x where x=distance in meters between the poles that will minimize the cost.

Thanks for any help/hints!

I have posted a link there to this topic so the OP can see my work.

edit: Unfortunately, the OP deleted the question before I had a chance to post my response there.
 
Physics news on Phys.org
Hello Marty,

I would first observe that since $x$ represents a distance, we will require:

$$0\le x$$

Next, let's look at a graph of the function where $x\le x\le50$:

View attachment 1439

As we can see, the cost function is minimized when:

$$x\approx20$$

Now, let's find this critical value for $x$.

i) First we will use a pre-calculus method:

$$C=\frac{x^2+400}{10x}$$

$$x^2-10Cx+400=0$$

The axis of symmetry, where the vertex of the quadratic is located, is given by:

$$x=-\frac{-10C}{2(1)}=5C$$

Substituting this into the quadratic, we find:

$$(5C)^2-10C(5C)+400=0$$

(5C)^2=20^2

Taking the positive root, we find:

$$5C=20$$

And this is our critical value. Since the cost function grows unbounded as $x$ approaches zero and as $x$ approaches infinity, we may conclude this is a global minimum on the applicable domain.

ii) Next, let's apply the calculus:

$$ C(x)=\frac{40}{x}+\frac{x}{10}=40x^{-1}+\frac{1}{10}x$$

Now, in order to find the extrema, we need to compute the first derivative, and equate it to zero, and solve for $x$ to get the critical value(s).

$$C'(x)=-40x^{-2}+\frac{1}{10}=\frac{x^2-400}{10x^2}=0$$

We know the cost function grows unbounded as $x$ approaches zero, and so we are interesting only in the critical values from the numerator:

$$x^2-400=0$$

$$x^2=20^2$$

Taking the positive root, we obtain:

$$x=20$$

Using the second derivative test, we find:

$$C''(x)=80x^{-3}$$

Now since $$C''(20)>0$$ we can conclude the cost function is concave up at this critical value, and so we know we have found the global minimum.
 

Attachments

  • marty.jpg
    marty.jpg
    5.4 KB · Views: 116
MarkFL said:
edit: Unfortunately, the OP deleted the question before I had a chance to post my response there.

Bummer :( Thank you for posting this anyway and for all of the questions you bring in!
 
Jameson said:
Bummer :( Thank you for posting this anyway and for all of the questions you bring in!

Yeah, I was mildly annoyed at first, but I just decided to do another one. (Rofl)
 

Similar threads

Replies
1
Views
2K
Replies
1
Views
2K
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
4K
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
Replies
1
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
1
Views
4K