Math 2.0

Real functions Classical inequalities Theorem

Hardy's inequality

Builds on Convergent series

Statement

Let p>1p > 1 be a real number.

  1. (Discrete form.) Let a1,a2,…a_1, a_2, \dots be nonnegative real numbers. Then ∑n=1∞(a1+a2+⋯+ann)p≤(pp−1)p∑n=1∞anp.\sum_{n=1}^{\infty} \Big( \frac{a_1 + a_2 + \dots + a_n}{n} \Big)^{p} \le \Big( \frac{p}{p - 1} \Big)^{p} \sum_{n=1}^{\infty} a_n^{p}.
  2. (Integral form.) Let f ⁣:(0,∞)→[0,∞)f \colon (0, \infty) \to [0, \infty) be a measurable function, and let F(x)=1x∫0xf(t) dtF(x) = \frac{1}{x} \int_0^x f(t) \, dt for x>0x > 0. Then ∫0∞F(x)p dx≤(pp−1)p∫0∞f(x)p dx.\int_0^{\infty} F(x)^{p} \, dx \le \Big( \frac{p}{p - 1} \Big)^{p} \int_0^{\infty} f(x)^{p} \, dx.

Here the series and integrals take values in [0,∞][0, \infty].

Remarks

Proof idea for the integral form: substitute t=sxt = s x to get F(x)=∫01f(sx) dsF(x) = \int_0^1 f(s x) \, ds, an average of the dilates of ff. By Minkowski's integral inequality, the continuous form of the Minkowski inequality, ∥F∥p≤∫01∥f(s ⋅)∥p ds\norm{F}_p \le \int_0^1 \norm{f(s \, \cdot)}_p \, ds. Since ∥f(s ⋅)∥p=s−1/p∥f∥p\norm{f(s \, \cdot)}_p = s^{-1/p} \norm{f}_p and ∫01s−1/p ds=pp−1\int_0^1 s^{-1/p} \, ds = \frac{p}{p-1}, the result follows.

The constant (pp−1)p\big(\frac{p}{p-1}\big)^p is the best possible in both forms.

The hypothesis p>1p > 1 is needed. For p=1p = 1 and ff the indicator function of (0,1](0, 1], one gets F(x)=1/xF(x) = 1/x for x>1x > 1, so the left side is infinite while the right side is 11.

Going deeper

For a student

In operator language, the averaging operator f↦Ff \mapsto F is bounded on the Lp space Lp(0,∞)L^p(0, \infty) for 1<p<∞1 < p < \infty, with norm pp−1\frac{p}{p-1}. It is a basic example of a bounded integral operator, and it is used in Sobolev-type estimates and in the theory of weighted inequalities. Letting p→∞p \to \infty after replacing ana_n by an1/pa_n^{1/p} leads to Carleman's inequality.

Reading path

To understand this page from the ground up, read these 8 pages in order. The foundations come first.

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Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
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  1. Sequence definition
  2. Real sequence definition
  3. Limit of a sequence definition
  4. Series definition
  5. Convergent sequence definition
  6. Partial sum definition
  7. Convergent series definition
  8. Hardy's inequality statement

Further reading

  1. Web https://en.wikipedia.org/wiki/Hardy%27s_inequality
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MSC26D15, 26D10
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Changed2 November 2026

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