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
∫ 1
0
(∫ 1
0
f (x, y)dx
) 2
dy+
∫ 1
0
(∫ 1
0
f (x, y)dy
) 2
dx
≤
(∫ 1
0
∫ 1
0
f (x, y)dxdy
) 2
+
∫ 1
0
∫ 1
0
f (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
⎛
⎜
⎝
⎛
⎝
∑
j
aij
⎞
⎠
2
+
⎛
⎝
∑
j
aji
⎞
⎠
2 ⎞
⎟
⎠≤
1
n^4
⎛
⎝
∑
ij
aij
⎞
⎠
2
+
1
n^2
⎛
⎝
∑
ij
aij^2
⎞
⎠.
Multiply this byn^4 , then move everything to one side. After cancellations, the inequality
becomes
(n^2 − 1 )^2
∑
ij
a^2 ij+
∑
i =k,j =l
aijakl−(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 ··· ··· ··· ··· ···ann
The expression
(aij+akl−ail−akj)^2