Standard representation of a vector space

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SUMMARY

The standard representation of a vector space V with respect to a basis β is defined as the function φ_β(x) = [x]_β for each vector x in V. In the example provided, with β = {(1,0),(0,1)} and γ = {(1,2),(3,4)} for R², the standard representations yield φ_β((1,-2)) = (1,-2) and φ_γ((1,-2)) = (-5,2). The values (1,-2) and (-5,2) are derived from expressing the vector (1,-2) as a linear combination of the basis vectors in each respective basis. This process involves identifying the unique field elements that satisfy the equation v = f₁e₁ + f₂e₂ for the given bases.

PREREQUISITES
  • Understanding of vector spaces and their properties
  • Familiarity with basis and dimension concepts in linear algebra
  • Knowledge of linear combinations and field elements
  • Basic proficiency in matrix representation of transformations
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Hi everyone,

Can anyone explain the following to me?

Given a basis beta for an n-dimensional vector space V over the field F, "the standard representation of V with respect to beta is the function phi_beta(x)=[x]_beta for each x in V." This is from my textbook.

It then proceeds to give the following example:

Let beta = {(1,0),(0,1)} and gamma = {(1,2),(3,4)}, where beta and gamma are ordered bases for R^2. For x=(1,-2), we have

phi_beta(x)=[x]_beta = (1,-2) and phi_gamma(x)=[x]_gamma = (-5,2).

I kind of see where the definition is going, and I understand how to find matrix representations of a transformation, but I just don't see what this standard representation thing is.

Where did the (1,-2) and the (-5,2) come from? How did they get these from the bases beta and gamma? I'm so confused! :confused: Any enlightenment would be wonderful.

Thanks.
 
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Given a vector v and an ordered basis {e1, ..., en}, there are unique field elements f1, ..., fn such that v = f1e1 + ... + fnen. The standard representation, then, of v with respect to this ordered basis is (f1, ..., fn).

Take v = (1,-2), e1 = (1,0) and e2 = (0,1), then find the field elements f1, f2 such that v = f1e1 + f2e2. Write out (f1, f2), and this gives you the standard representation of v w.r.t. [itex]\beta[/itex]. Repeat this exercise, this time letting e1 = (1,2) and e2 = (3,4). Find the field elements, etc...
 

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