Inner Product and Linear Transformation

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Homework Help Overview

The problem involves a finite-dimensional real inner product space and a linear map from that space to the reals. The task is to demonstrate the existence of a vector in the space that relates to the linear map through the inner product.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the properties of linear maps and inner products, with one mentioning the use of an orthonormal basis and expressing the linear map in terms of this basis. There is also a consideration of the relationship between the linear map and projections onto the basis.

Discussion Status

The discussion is active, with participants exploring different aspects of the problem, including the potential connection to the Riesz representation theorem. Some guidance has been offered regarding the use of orthonormal bases and the implications of linearity.

Contextual Notes

Participants are considering the implications of finite dimensionality and the properties of inner products, as well as the specific nature of the linear map in question. There is an ongoing exploration of definitions and assumptions related to the problem.

J-Wang
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Homework Statement


Let V be a finite-dimensional real inner product space with inner product < , >.

Let L:V->R be a linear map.

Show that there exists a vector u in V such that L(x) = <x,u> for all x in V.


2. The attempt at a solution
It seems really simple but I just can't phrase it properly.

I know since L is linear, I can express as L(x+y) = L(x) + L(y)

I tried to make x and u be expressed as combination of orthogonal basis, and try to work in the fact that inner product will result in ZERO since they are orthogonal.

Any help would be greatly appreciated.
 
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Since V is a finite dimensional vector space, there exist an orthonormal basis \{v_i\} for i from 1 to n. Let a_i= L(v_i). What can you say about <x, v> with v= \sum_{i=1}^n a_iv_i?
 
Does it has something to do with the Projection of x on the basis? :D
 
Are you trying to prove the Reisz-representation theorem?

I would see how this linear functional acted on individual basis elements.
 

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