Problem of the Week #113 - May 26th, 2014

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SUMMARY

The problem presented in Problem of the Week #113 requires finding three positive numbers that sum to 27 while minimizing the sum of their squares. The optimal solution, confirmed by multiple participants including kaliprasad and Opalg, is to set each number to 9, resulting in a minimum sum of squares of 243. Two distinct methods were employed: Lagrange's multiplier method by magneto and a purely algebraic approach by Opalg, both leading to the same conclusion.

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  • Understanding of Lagrange multipliers for optimization problems.
  • Familiarity with algebraic manipulation and inequalities.
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Thanks to those who participated in last week's POTW! Here's this week's problem!

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Problem: Find three positive numbers whose sum is $27$ and such that the sum of their squares is as small as possible.

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Remember to read the http://www.mathhelpboards.com/showthread.php?772-Problem-of-the-Week-%28POTW%29-Procedure-and-Guidelines to find out how to http://www.mathhelpboards.com/forms.php?do=form&fid=2!
 
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This week's problem was correctly answered by kaliprasad, lfdahl, magneto, Opalg, and Pranav. I'm going to post two different solutions below.

magneto's solution: [sp]We want to minimize $S(x,y,z) = x^2 + y^2 + z^2$ subject to the constraint
$x + y + z = 27$. So consider the function:
$$ f(x,y,z,\lambda) = x^2 + y^2 + z^2 - \lambda(x + y + z - 27).$$
We can take the partial derivative with respect to each variable:
$f_x(x,y,z,\lambda) = 2x - \lambda$,
$f_y(x,y,z,\lambda) = 2y - \lambda$,
$f_z(x,y,z,\lambda) = 2z - \lambda$, and
$f_\lambda(x,y,z,\lambda) = 27 - x - y - z$.

We will solve using Lagrange's multiplier method --- set each equation to $0$,
and solve the system. From equation $f_x(x,y,z,\lambda) = 0$ implies $x = \frac \lambda 2$.
Analogously, we have $y = z = \frac \lambda 2$.

$f_\lambda(x,y,z,\lambda) = 27 - 3 \cdot \frac{\lambda}2 = 0$, or $\lambda = 18$. So,
we have $x = y = z = 9$. So, if an extrema exists, it is at $(9,9,9)$. We just need to verify this
is the minimum. We can do so by seeing $S(9,9,9) = 243 < 627 = S(1,1,25)$.[/sp]

Opalg's solution (which uses no calculus!): [sp]Here's a purely algebraic way to do it – no Lagrange multipliers, no calculus!

Given $a,b,c$, use the notation $$\textstyle \sum a = a+b+c,$$ $$\textstyle\sum a^2 = a^2+b^2+c^2,$$ $$\textstyle\sum bc = bc+ca+ab,$$ $$\textstyle\sum(b-c)^2 = (b-c)^2 + (c-a)^2 + (a-b)^2.$$

Suppose that $a+b+c = k$. Then $k^2 = \bigl(\sum a\bigr)^2 = \sum a^2 + 2\sum bc$. Also, $\sum(b-c)^2 = 2\sum a^2 - 2\sum bc.$ Add those equations to get $k^2 + \sum(b-c)^2 = 3 \sum a^2.$ So $\sum a^2 = \frac13\bigl(k^2 + \sum(b-c)^2\bigr)$, and this is clearly minimised by minimising $\sum(b-c)^2.$ But the minimum value of $\sum(b-c)^2$ is $0$, which occurs when $a=b=c = \frac13k$.

In the case where $k=27$ we should take $a=b=c=9$.[/sp]
 

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