Aubin–Lions Lemma
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mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, the Aubin–Lions lemma (or theorem) is the result in the theory of
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s of
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-valued functions, which provides a
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criterion that is useful in the study of nonlinear evolutionary
partial differential equation In mathematics, a partial differential equation (PDE) is an equation which involves a multivariable function and one or more of its partial derivatives. The function is often thought of as an "unknown" that solves the equation, similar to ho ...
s. Typically, to prove the existence of solutions one first constructs approximate solutions (for example, by a
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or by mollification of the equation), then uses the compactness lemma to show that there is a convergent subsequence of approximate solutions whose limit is a solution. The result is named after the
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s Jean-Pierre Aubin and
Jacques-Louis Lions Jacques-Louis Lions (; 2 May 1928 – 17 May 2001) was a French mathematician who made contributions to the theory of partial differential equations and to stochastic control, among other areas. He received the SIAM's John von Neumann Lecture p ...
. In the original proof by Aubin, the spaces ''X''0 and ''X''1 in the statement of the lemma were assumed to be reflexive, but this assumption was removed by Simon, so the result is also referred to as the Aubin–Lions–Simon lemma.


Statement of the lemma

Let ''X''0, ''X'' and ''X''1 be three Banach spaces with ''X''0 ⊆ ''X'' ⊆ ''X''1. Suppose that ''X''0 is compactly embedded in ''X'' and that ''X'' is
continuously embedded Continuity or continuous may refer to: Mathematics * Continuity (mathematics), the opposing concept to discreteness; common examples include ** Continuous probability distribution or random variable in probability and statistics ** Continuous ...
in ''X''1. For 1\leq p, q\leq\infty, let :W = \. (i) If p<\infty then the embedding of into L^p( ,TX) is compact. (ii) If p=\infty and q>1 then the embedding of into C( ,TX) is compact.


See also

* Lions–Magenes lemma


Notes


References

* * * (Theorem II.5.16) * * (Sect.7.3) * (Proposition III.1.3) * * {{DEFAULTSORT:Aubin-Lions lemma Banach spaces Theorems in functional analysis Lemmas in mathematical analysis Measure theory