Non-Singular Bilinear Function

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SUMMARY

The discussion centers on proving the existence of a unique vector \( v \in V \) such that for any linear function \( \psi \in V^* \), \( \psi(x) = f(x, v) \) holds for all \( x \in V \), under the condition that \( f \) is a nonsingular bilinear function on a vector space \( V \) over a field \( F \). It is established that this result is valid for finite-dimensional vector spaces but not for infinite-dimensional ones. The participants recommend consulting Serge Lang's book "Linear Algebra" for a comprehensive discussion on this topic.

PREREQUISITES
  • Understanding of bilinear functions and their properties
  • Familiarity with vector spaces and linear functions
  • Knowledge of dual spaces in linear algebra
  • Basic concepts of finite and infinite-dimensional spaces
NEXT STEPS
  • Study the properties of nonsingular bilinear functions in detail
  • Read Serge Lang's "Linear Algebra" for in-depth coverage of the topic
  • Explore the concept of dual spaces and their applications
  • Investigate the differences between finite and infinite-dimensional vector spaces
USEFUL FOR

Students and professionals in mathematics, particularly those studying linear algebra, vector spaces, and functional analysis will benefit from this discussion.

Sudharaka
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Hi everyone, :)

Here's a question that I have now clue on how to solve. I hope you can shed some light on it. :)

Question:

Let $f:V\times V\rightarrow F$ be a nonsingular bilinear function on a vector space $V$ over a field $F$. Prove that for any linear function $\psi\in V^*$ there is unique $v\in V$ such that $\psi(x)=f(x,\,v)$, for any $x\in V$, and that the map $v\rightarrow \psi$ is an isomorphism of $V$ and $V^*$.
 
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Hi,
I'm unfamiliar with the term non-singular bilinear function. If this just means an ordinary non-degenerate scalar product, then your question is a standard result for finite dimensional vector spaces. (For infinite dimension, it's false). See the wikipedia page Dual space - Wikipedia, the free encyclopedia for the result.
 
johng said:
Hi,
I'm unfamiliar with the term non-singular bilinear function. If this just means an ordinary non-degenerate scalar product, then your question is a standard result for finite dimensional vector spaces. (For infinite dimension, it's false). See the wikipedia page Dual space - Wikipedia, the free encyclopedia for the result.

Hi johng, :)

Thanks very much for the reply. Do you know of a link where this result is proved? Assuming non-singular is the same as non-degenerate.
 
I think almost any good linear algebra text should have the result. In particular, Serge Lang's book Linear Algebra has the complete discussion on this topic. I don't know of any on line proofs, but there probably are some.
 

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