Mazur's lemma
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In mathematics, Mazur's lemma is a result in the theory of Banach spaces. It shows that any weakly convergent sequence in a Banach space has a sequence of convex combinations of its members that converges strongly to the same limit, and is used in the proof of Tonelli's theorem.
[edit] Statement of the lemma
Let (X, || ||) be a Banach space and let (un)n∈N be a sequence in X that converges weakly to some u0 in X:
That is, for every continuous linear functional f in X∗, the continuous dual space of X,
Then there exists a function N : N → N and a sequence of sets of real numbers
such that α(n)k ≥ 0 and
such that the sequence (vn)n∈N defined by the convex combination
converges strongly in X to u0, i.e.
[edit] References
- Renardy, Michael and Rogers, Robert C. (2004). An introduction to partial differential equations, Second edition, Texts in Applied Mathematics 13, New York: Springer-Verlag, 350. ISBN 0-387-00444-0.