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

  • Thread starter Thread starter muzialis
  • Start date Start date
  • Tags Tags
    Proof Theorem
Click For Summary
SUMMARY

The Lax-Milgram Theorem establishes that if a symmetric bilinear form a(.,.) is continuous on a Hilbert space H and coercive on a subset W of H, then the pair {W, a(.,.)} forms a Hilbert space. The proof involves demonstrating that a coercive bilinear form acts as an inner product on W, leading to the conclusion that any Cauchy sequence in W converges in H. The continuity assumption is crucial for ensuring convergence in the norm defined by the bilinear form, which is essential for the completeness of {W, ||·||_E}.

PREREQUISITES
  • Understanding of Hilbert spaces and their properties
  • Familiarity with symmetric bilinear forms
  • Knowledge of Cauchy sequences and convergence
  • Concept of coercivity in functional analysis
NEXT STEPS
  • Study the implications of coercivity in functional analysis
  • Learn about the properties of symmetric bilinear forms in Hilbert spaces
  • Explore the concept of completeness in metric spaces
  • Investigate the role of continuity in convergence of sequences
USEFUL FOR

Mathematicians, particularly those specializing in functional analysis, graduate students studying advanced mathematical concepts, and researchers exploring the applications of the Lax-Milgram Theorem in various fields.

muzialis
Messages
156
Reaction score
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
 
Physics news on Phys.org
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##.
 
Micromass,

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

Similar threads

  • · Replies 5 ·
Replies
5
Views
3K
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 114 ·
4
Replies
114
Views
11K
  • · Replies 42 ·
2
Replies
42
Views
11K
  • · Replies 67 ·
3
Replies
67
Views
11K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
54
Views
11K