30 2 Algebra
And finally a more challenging problem from the 64th W.L. Putnam Mathematics
Competition.
Example.Letfbe a continuous function on the unit square. Prove that
∫ 10(∫ 1
0f (x, y)dx) 2
dy+∫ 1
0(∫ 1
0f (x, y)dy) 2
dx≤
(∫ 1
0∫ 1
0f (x, y)dxdy) 2
+
∫ 1
0∫ 1
0f (x, y)^2 dxdy.Solution.To make this problem as simple as possible, we prove the inequality for a
Riemann sum, and then pass to the limit. Divide the unit square inton^2 equal squares, then
pick a point(xi,yj)in each such square and defineaij =f(xi,yj),i, j= 1 , 2 ,...,n.
Written for the Riemann sum, the inequality becomes
1
n^3∑
i⎛
⎜
⎝
⎛
⎝
∑
jaij⎞
⎠
2
+⎛
⎝
∑
jaji⎞
⎠
2 ⎞
⎟
⎠≤
1
n^4⎛
⎝
∑
ijaij⎞
⎠
2
+1
n^2⎛
⎝
∑
ijaij^2⎞
⎠.
Multiply this byn^4 , then move everything to one side. After cancellations, the inequality
becomes
(n^2 − 1 )^2∑
ija^2 ij+∑
i =k,j =laijakl−(n− 1 )∑
ij k,j =k(aijaik+ajiaki)≥ 0.Here we have a quadratic function in theaij’s that should always be nonnegative. In
general, such a quadratic function can be expressed as an algebraic sum of squares, and
it is nonnegative precisely when all squares appear with a positive sign. We are left with
the problem of representing our expression as a sum of squares. To boost your intuition,
look at the following tableau:
a 11 ··· ··· ··· ··· ···a 1 n
..
.... ..
.
... ..
.
... ..
.
··· ···aij ···ail··· ···
..
.... ..
.
... ..
.
... ..
.
··· ···akj···akl··· ···
..
.... ..
.
... ..
.
... ..
.
an 1 ··· ··· ··· ··· ···annThe expression
(aij+akl−ail−akj)^2