Generalized Holder Inequality: Proving the Inequality for Arbitrary Exponents

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SUMMARY

The discussion focuses on proving the Generalized Holder Inequality for arbitrary exponents, specifically for sequences \( a_i \in \mathbb{R}^n \) and exponents \( p_1, \ldots, p_k \) satisfying \( \frac{1}{p_1} + \ldots + \frac{1}{p_k} = 1 \). The inequality is expressed as \( \sum_{j=1}^n |\prod_{i=1}^k a_i^j| \leq \prod_{i=1}^k \left( \sum_{j=1}^n |a_i^j|^{p_i} \right)^{1/p_i} \). The proof is suggested to be approached via induction on \( k \), with a reference to a more general form involving \( r \). The approximation of \( p_i \) by \( 2^N/n_i \) is questioned for its utility in the proof process.

PREREQUISITES
  • Understanding of real analysis, particularly inequalities.
  • Familiarity with the concepts of sequences and exponents in mathematical proofs.
  • Knowledge of induction techniques in mathematical proofs.
  • Basic comprehension of the properties of \( \mathbb{R}^n \) and norms.
NEXT STEPS
  • Study the proof of the Generalized Holder Inequality in detail.
  • Learn about induction methods in mathematical proofs, focusing on inequalities.
  • Explore the implications of the Generalized Holder Inequality in functional analysis.
  • Investigate the relationship between \( p_i \) and \( n_i \) in the context of inequalities.
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Mathematicians, students of real analysis, and anyone interested in advanced inequality proofs and their applications in various mathematical fields.

Mathkk
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Let $a_i \in \mathbb R^n$ with $a_i = (a_{i}^j)_{j = 1 ... n} = (a_{i}^1, ... ,a_{i}^n)$ for $i = 1, ... , k$ and let $p_1,...,p_k \in \mathbb R_{>1}$ with $\frac1{p_1}+ ... + \frac1{p_k} = 1$

Then show the following inequality by assuming that there are for every $i = 1, ... ,k$ one $N \in \mathbb N_{>1}$ and one $n_i \in \{1,...,2^N\}$ with $p_i = 2^N / n_i$:

$$\sum_{j=1}^n|\prod_{i=1}^ka_{i}^j| \leq \prod_{i=1}^k(\sum_{j=1}^n|a_{i}^j|^{p_i})^{1 \over {p_i}}$$
 
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Mathkk said:
Let $a_i \in \mathbb R^n$ with $a_i = (a_{i}^j)_{j = 1 ... n} = (a_{i}^1, ... ,a_{i}^n)$ for $i = 1, ... , k$ and let $p_1,...,p_k \in \mathbb R_{>1}$ with $\frac1{p_1}+ ... + \frac1{p_k} = 1$

Then show the following inequality by assuming that there are for every $i = 1, ... ,k$ one $N \in \mathbb N_{>1}$ and one $n_i \in \{1,...,2^N\}$ with $p_i = 2^N / n_i$:

$$\sum_{j=1}^n\Bigl|\prod_{i=1}^ka_{i}^j\Bigr| \leqslant \prod_{i=1}^k\Bigl(\sum_{j=1}^n\bigl|a_{i}^j\bigr|^{p_i}\Bigr)^{1 / {p_i}}$$
The usual way to prove this is as a special case ($r=1$) of the more general inequality $$\Bigl(\sum_{j=1}^n\Bigl|\prod_{i=1}^ka_{i}^j\Bigr|^r\Bigr)^{1/r} \leqslant \prod_{i=1}^k\Bigl(\sum_{j=1}^n\bigl|a_{i}^j \bigr|^{p_i}\Bigr)^{1 / {p_i}},$$ where $\frac1{p_1}+ \ldots + \frac1{p_k} = \frac1r.$ That inequality is most easily proved by induction on $k$ (see the proof here).

I do not see how it helps to approximate the numbers $p_i$ by $2^N/n_i$. :confused:
 
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