Minimize Total Length of Cables: Estimate Minimum Value?

In summary, to estimate the minimum value of the total length of cables linking point P to the points A, B, and C, we can use the Pythagorean theorem to represent it as a function of x, differentiate it, and use Newton's method to approximate the critical value. This gives us a minimum total length of approximately 9.35 meters.
  • #1
MarkFL
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Here is the question:

How to estimate the minimum value?

A point P needs to be located somewhere on the line AD so that the total length L of cables linking P to the points A, B, and C is minimized (see the figure). Estimate the minimum value of L to two decimals.

View attachment 2123

So far I have:

dL/dx=1 + ((x-5)/(sqrt(29-10 x+x^2))) + ((x-5)/(sqrt(50-10 x+x^2)))

What is the next step??

I have posted a link there to this thread so the OP can view my work.
 

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  • #2
Hello Lavender V,

Let's let $0\le x\le 5$ represent the length of segment $\overline{DP}$ in meters. And so the total length of cable as a function of $x$ is then obtained via the Pythagorean theorem as:

\(\displaystyle L(x)=(5-x)+\sqrt{x^2+2^2}+\sqrt{x^2+3^2}\)

Now, we may differentiate with respect to $x$ and equate the result to zero to obtain the critical value(s):

\(\displaystyle L'(x)=-1+\frac{x}{\sqrt{x^2+4}}+\frac{x}{\sqrt{x^2+9}}=0\)

Now, since we are thankfully allowed to approximate, we may use Newton's method here to approximate the root of this equation.

Let:

\(\displaystyle f(x)=-1+\frac{x}{\sqrt{x^2+4}}+\frac{x}{\sqrt{x^2+9}}\)

We need to compute the first derivative, and so for the last two terms, consider:

\(\displaystyle g(x)=\frac{x}{\sqrt{x^2+k}}\)

Using the quotient, power and chain rules, we obtain:

\(\displaystyle g'(x)=\frac{\sqrt{x^2+k}(1)-x\dfrac{x}{\sqrt{x^2+k}}}{\left(\sqrt{x^2+k} \right)^2}=\frac{k}{\left(x^2+k \right)^{\frac{3}{2}}}\)

And so we may conclude that:

\(\displaystyle f'(x)=\frac{4}{\left(x^2+4 \right)^{\frac{3}{2}}}+\frac{9}{\left(x^2+9 \right)^{\frac{3}{2}}}\)

Newton's method gives us the recursion:

\(\displaystyle x_{n+1}=x_{n}-\frac{f\left(x_n \right)}{f'\left(x_n \right)}\)

And so using the definition of $f$ and its derivative, we have:

\(\displaystyle x_{n+1}=x_{n}-\frac{-1+\dfrac{x_n}{\sqrt{x_n^2+4}}+\dfrac{x_n}{\sqrt{x_n^2+9}}}{\dfrac{4}{\left(x_n^2+4 \right)^{\frac{3}{2}}}+\dfrac{9}{\left(x_n^2+9 \right)^{\frac{3}{2}}}}\)

Now, using a computer or CAS, and $x_0=1$, we find:

\(\displaystyle x_1\approx1.36825580018177\)

\(\displaystyle x_2\approx1.40658793851904\)

\(\displaystyle x_3\approx1.40699724822532\)

\(\displaystyle x_4\approx1.40699729457262\)

\(\displaystyle x_5\approx1.40699729457262\)

This is accurate to 15 digits, more than enough to get an approximation for the minimum of $L$ to two decimal places. Now, if we note that:

\(\displaystyle f'(x)=L''(x)>0\)

For all real values of $x$, then by the second derivative test, we may conclude that this critical value is at the global minimum, and we need not check the boundaries.

Thus, we may conclude:

\(\displaystyle L_{\min}\approx L(1.40699729457262)\approx9.35\text{ m}\)
 

1. How do you calculate the minimum value for minimizing the total length of cables?

The minimum value for minimizing the total length of cables can be calculated using mathematical optimization techniques, such as linear programming or the gradient descent algorithm.

2. What factors should be considered when estimating the minimum value for minimizing the total length of cables?

The factors that should be considered include the distance between the endpoints of the cables, the thickness and strength of the cables, and any obstacles or constraints that may affect the routing of the cables.

3. Can computer software be used to estimate the minimum value for minimizing the total length of cables?

Yes, there are various computer software programs that can be used to estimate the minimum value for minimizing the total length of cables. These programs use mathematical algorithms to optimize the cable routing and find the most efficient solution.

4. Is it possible to minimize the total length of cables without compromising on cable strength?

Yes, it is possible to minimize the total length of cables without compromising on cable strength. This can be achieved by using advanced cable materials and techniques, such as fiber optic cables, that are both strong and thin.

5. Are there any real-world applications for minimizing the total length of cables?

Yes, there are many real-world applications for minimizing the total length of cables. Some examples include designing efficient networks for telecommunication systems, optimizing cable layouts for data centers, and minimizing cable usage in building wiring systems.

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