Prove that $\sum_{k=1}^nx_k^2 \le \sum_{k=1}^nx_ky_k$

inequalityreal numbers

Let $x_1,x_2,\ldots,x_n$ be real strictly positive numbers and $y_1,y_2,\ldots,y_n$ numbers. We suppose that

$$x_1\, \ge\, x_2\, \ge \cdots \ge\, x_n$$

For all $k \in [|1,n|] $ we have by definition $S_k=\sum_{i=1}^{k}x_i ,T_k=\sum_{i=1}^{k}y_i$ and suppose that

$$ \forall_{k=1\ldots n}\qquad S_k \le T_k $$

Show that

$$\sum_{k=1}^nx_k^2\,\ \le\,\ \sum_{k=1}^nx_ky_k$$

I do have a small indication in the textbook: Choose $T_0=S_0=0$ and note that $S_k-S_{k-1}=x_k$ and $T_k-T_{k-1}=y_k$

Any ideas would be helpful.

Best Answer

Set $x_{n+1} = 0 $.

Hint: Prove that for any series with $x_{n+1} = 0$,

$$\sum_{i=1}^n \left[ (x_i - x_{i+1}) (\sum_{j=1}^i y_j) \right] = \sum_{j=1}^n x_j y_j. $$

This is just a change of variables:
$$\sum_{i=1}^n \left[ (x_i - x_{i+1}) (\sum_{j=1}^i y_j) \right] = \sum_{j=1}^n \left[ y_j \sum_{i=j}^n(x_i - x_{i+1})\right] = \sum_{j=1}^n x_jy_j - x_{n+1}y_j = \sum_{j=1}^n x_j y_j. $$

Corollary: $ \sum x_i y_i - x_i^2 = \sum (x_i - x_{i+1} ) ( T_ i - S_i ) \geq 0 $, hence $ \sum x_i y_i \geq \sum x_i^2$.


The identity in the hint is known as "summation by parts", and is analogous to the "integration by parts" identity.