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Hölder's inequality

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In mathematical analysis, Hölder's inequality, named after Otto Hölder, is a fundamental inequality relating Lp spaces: let S be a measure space, let 1 ≤ p, q ≤ ∞ with 1/p + 1/q = 1, let f be in Lp(S) and g be in Lq(S). Then fg is in L1(S) and

\|fg\|_1 \le \|f\|_p \|g\|_q.

By choosing S to be the set {1,...,n} with the counting measure, we obtain as a special case the inequality

\sum_{k=1}^n |x_k y_k| \leq \left( \sum_{k=1}^n |x_k|^p \right)^{1/p} \left( \sum_{k=1}^n |y_k|^q \right)^{1/q}

valid for all real (or complex) numbers x1,...,xn, y1,...,yn. By choosing S to be the natural numbers with the counting measure, one obtains a similar inequality for infinite series.

For p = q = 2, we get the Cauchy-Schwarz inequality.

Hölder's inequality is used to prove the generalization of the triangle inequality in the space Lp, the Minkowski inequality, and also to establish that Lp is dual to Lq.

Last updated: 05-26-2005 04:40:54
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