Solving Linear Algebra Homework: T(e^5x), T(3e^4x), etc.

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Homework Help Overview

The problem involves a linear transformation T applied to functions in the vector space of all functions mapping R into R. The original poster seeks to determine the outputs of T for specific exponential functions based on given transformations of other functions.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to understand how to apply the properties of linear transformations to find T(e^5x) and related expressions. Some participants question the original poster's understanding of scalar multiplication and vector addition in this context. Others suggest that the outputs can be determined if the functions can be expressed as linear combinations of known transformations.

Discussion Status

The discussion is ongoing, with participants exploring the implications of linear combinations and the conditions under which the transformations are determined by the provided data. Some guidance has been offered regarding the use of linearity, but there is no explicit consensus on the approach to take.

Contextual Notes

Participants note that the exercise is not about calculating the transformations directly but rather understanding when they can be determined based on the linearity of T and the given transformations.

andrassy
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Homework Statement

Let F be the vector space of all functions mapping R into R and let T: F -> F be a linear transformation such that T(e^2x) = x^2, T(e^3x) = sinx, and T(1) = cos5x. Find the following, if it is determined by the data.

a. T(e^5x)
b. T(3e^4x)
c. T(3 + 5e^3x)
c. T((e^4x + 2e^5x)/e^2x)




Homework Equations

None



The Attempt at a Solution

I know that a linear transformation preserves vector addition and scalar multiplication. To get e^5x, I need to multiply e^2x and e^3x. Would this be scalar multiplication? I figured it would not be because they are vectors in this circumstance. The other problems are similar. Can I multiply them? if so, why?
 
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I see no attempt on your part to solve these problems. Do you want us to do them for you so you can trick your teacher into not actually teachin g you how to do them and then failing the test?
 
HallsofIvy said:
I see no attempt on your part to solve these problems. Do you want us to do them for you so you can trick your teacher into not actually teachin g you how to do them and then failing the test?
Wow well clearly I don't understand the concept involved. I tried to say what I knew/understood. I don't want anyone to do the problems for me I just want a hint or some help how to start so I can at least attempt the problem
 
Using scalar multiplication and vector addition alone, you should at least be able to work out (c) and (d).
 
The exercise is not to calculate them all.
"Find the following, if it is determined by the data." i.e.
So when you have to answer when are they determined by data?
The answer is that they are determined when they can be written as a linear combination of
1, exp(2x), exp(3x)
If that is the case you can use the linerarity of T.
 

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