The Matrix Of A Linear Transformation

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Homework Help Overview

The discussion revolves around a linear transformation defined by T[P(x)] = p(x) + xp'(x), where the goal is to demonstrate that T is an isomorphism by finding the matrix representation Mbb(T) with respect to a given basis. The subject area is linear algebra, specifically focusing on transformations and their properties.

Discussion Character

  • Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the process of finding the matrix representation Mbb(T) and its implications for the isomorphism of the transformation. There is an exploration of the conditions under which a transformation is considered isomorphic, particularly in relation to the invertibility of the matrix.

Discussion Status

The discussion is ongoing, with participants examining the relationship between the properties of the matrix and the isomorphism of the transformation. Some guidance has been offered regarding the conditions for isomorphism, but no consensus has been reached yet.

Contextual Notes

Participants reference theorems from their textbook regarding the rank of matrices and conditions for linear transformations to be onto or one-to-one, noting that these may not directly apply to the current problem. There is also mention of an example from the textbook that illustrates isomorphism without providing a matrix.

playboy
I saw a similar post to this one, but i just got lost in the mess of the whole thing. So i just started a new thread.

A question reads:

Let T: Pn ---> Pn be defined by T[P(x)] = p(x) + xp'(x), where p'(x) denotes the derivative. Show that T is an isomorphism by finding Mbb(T) when B = {1, x, x^2, ... , x^n}

From doing the other question and problems in the textbook, i know how to find Mdb(T). I suppose that finding Mbb(T) would be very similar.

I did it like this:

Mbb(T) = [ CbT(1) CbT(x) CbT(x^2) ... CbT(X^n) ]
Mbb(T) = [ Cb(1) Cb(2x) Cb(3x^2) ... Cb((n+1)X^n]

and it gives this nxn matrix:

[1 0 0 ... 0]
[0 2 0 ... 0]
[0 0 3 ... 0]
[0 0 0 ... (n+1)]

now, an isomorphism means that the linear transformation is both one-to-one and onto.

How do you tell that its an isomorphism by just looking at the matrix?
 
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In this case, your transformation is isomorphic if the matrix is invertible. Why?
 
Their is a theorem in my textbook.

"Let A be an mXn matrix, and let TA : R^n ---> R^m be the linear transformation inudced by A, that is, Ta(X) = AX for all X in R^n.

1. Ta is onto if and only if rank A = m
2. Ta is one-to-one if and only if A = n

oh wait.. that dosn't work in this problem...

ill brb
 
Their is an example in the textbook...

If U is any invertable mxm matrix, the map T: Mmn ----> Mmn given by T(X) = UX is an isomorphism by Example 6 Section 8.2

This example is too long to type out... but it dosn't show any matrix. It just uses the transformation to show it.
 

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