Mathematical Food for Thought

 
 
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    Serves a Daily Special and an All-You-Can-Eat Course in Problem Solving. Courtesy of me, Jeffrey Wang.
 
Pretty Sorta Equal To. Topic: Sets. Level: AIME/Olympiad. December 27th, 2006

Problem: (Stanford Putnam Practice) Let  S = \{1, 2, \ldots n\} and let  S_1, S_2, \ldots, S_n be subsets of  S satisfying  |S_i \cap S_j| for  i \neq j . Show that  \max(|S_1|+|S_2|+\cdots+|S_n|) is asymptotically  n \sqrt{n} .

Solution: We will start by showing that the expression is at most asymptotically  n\sqrt{n} . Suppose it is asymptotically  nk . Then  |S_i| \sim k . And on average, any element will be contained in  k of the  S_i . Consider the  k sets that contain the element  1 . The remaining  k-1 elements of each subset must all be different, so there must be at least  k(k-1)+1 elements in the original set. So  k(k-1)+1 \sim n \Rightarrow k \sim \sqrt{n} is an upper bound. Now let’s show that we can obtain this upper bound.

Let  m be the closest integer to  \sqrt{n} . Partition  S into  m subsets, approximately the intervals  (1, m); (m+1, 2m); \ldots ; (n-m+1, n) . Each part should contain about  m elements (because the argument is asymptotic, it doesn’t really matter). Label them by  a_{11}, a_{12}, \ldots, a_{1m}, a_{21}, a_{22}, \ldots, a_{mm} where  a_{ij} is the  j th element of the  i th part. We want to choose  n sets of  m elements satisfying the conditions of the problem; we claim that we can do this by choosing one element from each interval for each set.

First, construct  m sets:

 \{a_{11}, a_{21}, a_{31}, \ldots, a_{m1}\}

 \{a_{12}, a_{22}, a_{32}, \ldots, a_{m2}\}

 \cdots

 \{a_{1m}, a_{2m}, a_{3m}, \ldots, a_{mm}\} .

Then, to create the next  m sets, we take the elements which lie along the same diagonal (supposing we had a copy of those sets), for instance,

 \{a_{11}, a_{22}, a_{33}, \ldots a_{mm}\}

 \{a_{21}, a_{32}, a_{43}, \ldots a_{m(m-1)}, a_{1m}\}

 \{a_{31}, a_{42}, a_{53}, \ldots, a_{1(m-1)}, a_{2m}\}

 \cdots

 \{a_{m1}, a_{12}, a_{23}, \ldots, a_{(m-1)m}\} .

In fact, if we repeat this process, we will get all  n sets of  m elements, none of which share more than a single element. Hence we know that the value is asymptotic to  nm \sim n\sqrt{n} . QED.

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Comment: The above proof is very “fuzzy.” It lacks a lot of the rigor needed to actually prove the result, but it gives the basic idea, which is all I was aiming for. A solid proof of the result would probably be very long and tedious (unless some other elegant method is used, or perhaps some other strong known results).

Gimme That! Topic: Sets. Level: AIME/Olympiad. December 24th, 2006

Problem: (1996 Putnam – B1) Define a selfish set to be a set which has its own cardinality (number of elements) as an element. Find, with proof, the number of subsets of  \{1, 2, \ldots, n\} which are minimal selfish sets, that is, selfish sets none of whose proper subsets is selfish.

Solution: We define  S_n to be the desired number. Trying small cases, we get

 S_1 = 1: \{1\}

 S_2 = 1: \{1\}

 S_3 = 2: \{1\}; \{2, 3\}

 S_4 = 3: \{1\}; \{2, 3\}; \{2, 4\}

 S_5 = 5 and  S_6 = 8 .

Well now we’re tempted to say that  S_n = F_n , the  n th Fibonnaci number (with  F_1 = F_2 = 1 ). To do so, we want to find a bijection between the minimal selfish subsets of  T_n = \{1, 2, \ldots, n\} and the minimal selfish subsets of  T_{n-1} = \{1, 2, \ldots, n-1\} and  T_{n-2} = \{1, 2, \ldots, n-2\} .

Clearly all the minimal selfish subsets of  T_{n-1} are in  T_n as well. The remaining minimal selfish subsets of  T_n are those which contain the element  n . Consider the following bijection between the minimal selfish subsets of  T_n containing  n and the minimal selfish subsets of  T_{n-2} :

 P = \{a_1, a_2, \ldots, a_k, n\} \leftrightarrow Q = \{a_1-1, a_2-1, \ldots, a_k-1\} .

Clearly  a_i > 1 because otherwise  \{a_i\} would be a selfish subset. Also,  a_k \le n-1 . Hence the mapping works both ways; it remains to show that if one is a minimal selfish subset, so is the other. Since  |P| = |Q|+1 , we know that both are selfish or neither of them is. Furthermore, if  P contains a selfish subset  \{b_1, b_2, \ldots, b_k\} ,  Q will contain the selfish subset  \{b_1-1, b_2-1, \ldots, b_{k-1}-1\} and if  Q contains the selfish subset  \{c_1, c_2, \ldots, c_k\} then  P will contain the selfish subset  \{c_1+1, c_2+1, \ldots, c_k+1, n\} . So the bijection works.

That means we have  S_n = S_{n-1}+S_{n-2} so  S_n = F_n , as desired. QED.

——————–

Comment: Decently hard for a B1, at the least the part that involved rigorously proving that the mapping is actually a bijection. It was pretty easy to figure out what the answer was, but as usual much more difficult to prove it.

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Practice Problem: (1996 Putnam – A1) Find the least number  A such that for any two squares of combined area  1 , a rectangle of area  A exists such that the two squares can be packed in the rectangle (without interior overlap). You may assume that the sides of the squares are parallel to the sides of the rectangle.

Leftovers. Topic: Algebra/Polynomials. Level: AIME. December 22nd, 2006

Problem: (Stanford Putnam Practice) Find the remainder when you divide  x^{81}+x^{49}+x^{25}+x^9+x by  x^3-x .

Solution: Since they’re both divisible by  x , we first divide that out, and just remember to multiply the remainder by  x at the end. Let  xP(x) be the first polynomial and  xQ(x) be the second. we have

 P(x) = g(x)Q(x)+r(x)

for some polynomials  g(x), r(x) with  \deg(r) < deg(Q) = 2 . We want to find  r(x) . Consider the two roots of  Q(x) = x^2-1 = (x+1)(x-1) . Plugging them into the equation, we obtain

 P(1) = r(1) and  P(-1) = r(-1) .

Evaluating  P at those two values, we find that

 r(1) = 5 and  r(-1) = 5 .

But since  r has degree less than  2 , the only possible  r is the constant polynomial  r(x) = 5 . Then the remainder is  xr(x) = 5x . QED.

——————–

Comment: This is a super important technique when it comes to polynomial division. Using the  \deg(Q) roots of  Q and the fact that  deg(r) < deg(Q) , we can hypothetically always determine  r this way, without dividing. This usually comes up when  Q has nice roots, so if it doesn’t, look for a better way.

——————–

Practice Problem: (Stanford Putnam Practice) How can the quadratic equation

 \frac{(x-a)(x-b)}{(c-a)(c-b)}+\frac{(x-b)(x-c)}{(a-b)(a-c)}+\frac{(x-c)(x-a)}{(b-c)(b-a)} = 1

have three roots  x = a, b, c ? [Reworded]

Strikethrough. Topic: Geometry/NT. Level: AIME. December 20th, 2006

Problem: (Stanford Putnam Practice) Let  P_1, P_2, \ldots , P_{2007} be distinct points in the plane. Connect the points with the line segments  P_1P_2, P_2P_3, \ldots, P_{2006}P_{2007}, P_{2007}P_1 . Can one draw a line that passes through the interior of every one of these segments?

Solution: Playing around with pictures for a while, our intuition says that since  2007 is odd, this is impossible. Now let’s try to prove it. Suppose there exists such a line  l . Then we know that the endpoints of each line segment lie on opposite sides of the line. So

 P_1 and  P_2 lie on opposite sides of  l ;

 P_2 and  P_3 lie on opposite sides of  l ;

 \cdots

 P_{2007} and  P_1 lie on opposite sides of  l .

But wait, by a simple induction we know that  P_1, P_3, P_5, \ldots, P_{2007} lie on the same side. That gives us the contradiction we seek. Thus  l does not exist, as desired. QED.

——————–

Comment: Not a bad problem, though pretty simple after you realized that you could fix the line before the points. It’s easy to see that this generalizes to any set of an odd number of points (try the sides of a triangle, for example), so we have proven in fact a decently strong result.

——————–

Practice Problem: (Stanford Putnam Practice) Show that if every room in a house has an even number of doors, then the number of outside entrance doors must be even as well.

I Am The Greatest (Common Divisor)! Topic: Number Theory. Level: Olympiad. December 19th, 2006

Problem: (Stanford Putnam Practice) Suppose  (a_i)_{i \ge 1} is a sequence of positive integers satisfying  \gcd(a_i, a_j) = \gcd(i, j) for  i \neq j . Show that  a_i = i for each  i .

Solution: Let  n be an arbitrary positive integer. If we can show that  a_n = n we will be done. We have

 \gcd(a_n, a_{2n}) = \gcd(n, 2n) = n

so  n|a_n . Then  a_n = kn for some positive integer  k . Similarly, we know  kn|a_{kn} so  a_{kn} = ckn for some positive integer  c . Then, however,

 \gcd(a_n, a_{kn}) = (kn, ckn) = kn and  \gcd(n, kn) = n

so we must have  kn = n \Rightarrow k = 1 . Thus  a_n = n . QED.

——————–

Comment: At first, induction seemed the way to go, but after a while you realize that the induction step is, well, not very likely since  a_1 = 1, a_2 = 2, \ldots, a_k = k puts very few restrictions on  a_{k+1} . So then you look to a better option, trying to find the strongest use of  \gcd(i, j) . It turns out that this happens when  j is a multiple of  i , which is exactly how the above proof starts.

——————–

Practice Problem: (Stanford Putnam Practice) Let  p > 5 be a prime number. Show that  p divides infinitely many of the numbers

 1, 11, 111, 1111, \ldots .

[Reworded]

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