How Does the Lax-Milgram Theorem Utilize Continuity and Coercivity?

In summary, the conversation discusses the proof of Lax-Milgram's theorem, which involves showing that a coercive symmetric bilinear form on a Hilbert space is also an inner product on a subset of the space. The use of continuity in this proof is questioned.
  • #1
muzialis
166
1
Hi All,

I am going through the proof of Lax-Milgram's theorem.
A lemma states, "H is a Hilbert space, let a(.,.) be a symmetric bilinear form, continuous on H and coercive on W, subset of H. then, {W, a(.,.)} is a Hilbert Space".

This is proved as follows:
Being a(.,.) coercive, it is also an inner product for W.
Let us define $$\parallel \cdot \parallel_{E} = \sqrt{a(w,w}$$ and take a Cauchy sequence $$w_n$$.
This will also be a Cauchy sequence in H because coercitivity implies $$ a (w,w) \geq \alpha \parallel w \parallel ^{2} _{H}$$.
H is a Hilbert space, then complete, so $$w_n \to w$$, with $$w \in H$$.
Since W is closed in H, $$w \in W$$.
Hence, $${ W, \parallel \cdot \parallel_{E} }$$ is complete.

What use is mad then of the continuity assumption?

Thanks
 
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  • #2
So you took a Cauchy sequence for ##\|~\|_E##. You showed that it is convergent for the norm ##\|~\|_H## and that the limit is in ##W##. But you still need to show that the convergence is also for the norm ##\|~\|_E##.
 
  • #3
Micromass,

your point is of course valid. Thank you very much for the help, as usual.
 

FAQ: How Does the Lax-Milgram Theorem Utilize Continuity and Coercivity?

What is the Lax-Milgram Theorem?

The Lax-Milgram Theorem is a fundamental result in functional analysis that provides a necessary and sufficient condition for the existence and uniqueness of solutions to certain types of partial differential equations.

What is the proof of the Lax-Milgram Theorem?

The proof of the Lax-Milgram Theorem involves showing that a certain bilinear form is coercive and bounded, which then allows for the use of the Riesz Representation Theorem to establish the existence and uniqueness of a solution.

What are the applications of the Lax-Milgram Theorem?

The Lax-Milgram Theorem has numerous applications in various fields of mathematics and engineering, including the study of elliptic and parabolic partial differential equations, finite element methods, and optimization problems.

What are the assumptions of the Lax-Milgram Theorem?

The Lax-Milgram Theorem requires that the bilinear form is continuous, coercive, and symmetric, and that the linear functional is continuous. Additionally, the domain of the bilinear form must be a reflexive Banach space.

What are some variations of the Lax-Milgram Theorem?

There are a few variations of the Lax-Milgram Theorem, including the Babuška–Lax–Milgram Theorem, which allows for a more general domain for the bilinear form, and the Brezzi–Lax–Milgram Theorem, which deals with saddle point problems.

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