Equality in Hölder's inequality

ID: equality-in-holder-s-inequality

For and nonzero factors in their respective Lp spaces, equality in the product-integral bound holds precisely when
In other words, the normalized powers match. Zero factors give the trivial equality separately. For real vectors, equality for the signed finite sum also needs the nonzero coordinate products to have a common sign; otherwise the preceding triangle inequality loses information.
For and on , with , ,
Changing only to gives , and both sides become . The factors need not be equal: their conjugate powers are what must agree after normalization.
Figure 1.
Matching conjugate powers makes the integral bound exact
. Original function graphs on . The green area is the integral of the product. For , the normalized powers differ and the bound is strict. For , pointwise, so the product integral attains the Hölder's inequality bound. Details.
The proof outline makes the equality condition natural. Normalize and . The Young inequality gives ; integration yields . Equality requires almost everywhere. The endpoint proof uses the essential supremum directly, so it does not need division by at .

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