Let f1(t)=e^t, f2(t)=te^t, f3(t)=t^2e^t, and let V=Span(f1,f2,f3) in

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Homework Help Overview

The discussion revolves around the linear transformation T defined on the span of functions f1(t)=e^t, f2(t)=te^t, and f3(t)=t^2e^t. Participants are exploring whether T is diagonalizable by examining the geometric and algebraic multiplicities of its eigenvalues.

Discussion Character

  • Exploratory, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the need to find the matrix representation of the linear transformation T with respect to the chosen basis. There are questions about how to construct this matrix and the process of determining geometric and algebraic multiplicities without a matrix initially provided.

Discussion Status

The conversation is focused on constructing the matrix associated with the linear transformation. Some participants are attempting to clarify the steps involved in applying the transformation to the basis functions and expressing the results as linear combinations of the basis vectors.

Contextual Notes

There is an emphasis on understanding the representation of the linear transformation in the context of function spaces, and some participants express uncertainty about handling functions involving exponentials in this framework.

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Let f1(t)=e^t, f2(t)=te^t, f3(t)=t^2e^t, and let V=Span(f1,f2,f3) in the infinite continuous functions. Let T:V-->V be give by T(f)=f''-2f'+f. Decide whether T is diagonalizable.

We learned a theorem that this will be diagonalizable if and only if the geometric multiplicity of each eigenvalue equals its algebraic multiplicity.

What I am having trouble with is translating this into a way to find geometric and algebraic multiplicity. I'm not entirely sure what to do when I'm not given a matrix, since that's how we did it in class.
 
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Try to find the matrix associated to this linear map.

Choose a basis of V, and try to construct the matrix.
 


So would I choose f1, f2, f3 as a basis for V and then construct a matrix
[f1 f2 f3]? Something like that?
 


You need to construct a matrix with respect to the basis (f_1,f_2,f_3). Do you know how to do that?
 


I know I should know how to do that, but I get tripped up in functions, especially involving e. After looking at it, I can't figure it out.
 


You are given the basis vectors for a space, V, and a linear transformation from V to itself. To find the matrix representation of the linear transformation, apply the transformation to each basis vector, in turn, and write the result as a linear combination of the basis vectors. The coefficients give a column of the matrix.

Here, the given basis is \{e^t, te^t, t^2e^t\} and the linear transformation is T(f)= f''- 2f'+ f. Applying that to, say, t^2e^t, gives 2e^t= 2(e^t)+ 0(te^t)+ 0(t^2e^t) so that the third column of the matrix is
\begin{bmatrix}2 \\ 0 \\ 0\end{bmatrix}
 

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