What Are Linear Transformations and How Do They Work?

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SUMMARY

The discussion focuses on the linear transformation defined by $$T: P_2 \to P_2$$, specifically $$T(P(x)) = P(2x-1)$$. Users clarify how this transformation operates on polynomial functions, providing examples such as $$T(1) = 1$$, $$T(x) = 2x-1$$, and $$T(x^2) = (2x-1)^2$$. The correct interpretation of the transformation is confirmed, enhancing understanding of linear transformations in polynomial spaces.

PREREQUISITES
  • Understanding of polynomial functions and notation, specifically $$P_2$$.
  • Familiarity with linear transformations in vector spaces.
  • Basic knowledge of function composition and evaluation.
  • Concept of polynomial degree and its implications in transformations.
NEXT STEPS
  • Study the properties of linear transformations in vector spaces.
  • Learn about polynomial function evaluation and its applications.
  • Explore examples of linear transformations beyond polynomial functions.
  • Investigate the implications of transformations on polynomial degrees.
USEFUL FOR

Students of mathematics, particularly those studying linear algebra and polynomial functions, as well as educators seeking to clarify concepts of linear transformations.

Petrus
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Hello,
this is something basic I have hard to understand and would like to have help!:)
this is a exemple from My book and I Dont understand the input!
"Let $$T: P_2->P_2$$ be the linear transformation defines by $$T(P(x))=p(2x-1)$$
I Dont understand how this work
$$T(1)=1, T(x)=2x-1, T(x^2)=(2x-1)^2$$
Edit: if i think correct they think like this $$T(1)=T(x^0)=(2x-1)^0=1$$
Regards,
$$|\pi\rangle$$
 
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Petrus said:
Hello,
this is something basic I have hard to understand and would like to have help!:)
this is a exemple from My book and I Dont understand the input!
"Let $$T: P_2->P_2$$ be the linear transformation defines by $$T(P(x))=p(2x-1)$$
I Dont understand how this work
$$T(1)=1, T(x)=2x-1, T(x^2)=(2x-1)^2$$

Regards,
$$|\pi\rangle$$

Hi Petrus!

I suspect that should be $$T(P(x))=P(2x-1)$$.

If so, then for your first example, you would have P(x)=1.
So T(P(x)) = T(1).
And P(2x-1) = 1.
Therefore T(1) = 1.

In the second example, you would have P(x)=x.
So T(P(x)) = T(x).
And P(2x-1)=2x-1.
Therefore T(x) = 2x-1.

In the third example. you would have $P(x)=x^2$.
So $T(P(x)) = T(x^2)$.
And $P(2x-1) = (2x-1)^2$.
Therefore $T(x^2) = (2x-1)^2$.
 
I like Serena said:
Hi Petrus!

I suspect that should be $$T(P(x))=P(2x-1)$$.

If so, then for your first example, you would have P(x)=1.
So T(P(x)) = T(1).
And P(2x-1) = 1.
Therefore T(1) = 1.

In the second example, you would have P(x)=x.
So T(P(x)) = T(x).
And P(2x-1)=2x-1.
Therefore T(x) = 2x-1.

In the third example. you would have $P(x)=x^2$.
So $T(P(x)) = T(x^2)$.
And $P(2x-1) = (2x-1)^2$.
Therefore $T(x^2) = (2x-1)^2$.
Thank you! Evrything is clear now! Have a nice day!:)
By the way your suspect is correct!;)
Regards,
$$|\pi\rangle$$
 

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