Linear Transformations and Coordinate

Click For Summary
SUMMARY

The discussion focuses on finding a transformation matrix P that relates two different bases in R^2: B consisting of vectors <5,2> and <1,5>, and R consisting of vectors <2,3> and <1,2>. The correct equation to use is [x]_r = P[x]_b, where [x]_r represents the coordinates of vector x in basis R and [x]_b represents the coordinates in basis B. The solution involves understanding how to express a vector in one basis in terms of another, which is crucial for linear transformations.

PREREQUISITES
  • Understanding of linear transformations
  • Familiarity with basis vectors in R^2
  • Knowledge of matrix representation of linear equations
  • Ability to compute matrix inverses
NEXT STEPS
  • Study the concept of basis change in linear algebra
  • Learn how to compute transformation matrices for linear transformations
  • Explore the geometric interpretation of linear transformations
  • Practice problems involving the conversion of coordinates between different bases
USEFUL FOR

Students of linear algebra, educators teaching vector spaces, and anyone interested in understanding linear transformations and coordinate systems in R^2.

Horland
Messages
1
Reaction score
0

Homework Statement



Let B be a basis of R^2 consisting of the vectors <5,2> and <1,5> and let R be the basis consisting of <2,3> and <1,2>

Find a matrix P such that [x]_r=P[x]_b for all x in R^2

Homework Equations



Ax=B?

The Attempt at a Solution

I attempted by using Ax=B as a format to solve for P, or x in the equation. I took the inverse of the column matrix of B because B is a basis, and if I am correct, a matrix's basis is defined as its coordinates ([x]_b).

I understand the geometrical interpretation of a linear transformation, yet I have no idea how to represent the transformation as a matrix. I would love an in depth description to approach similar exercises.
 
Last edited:
Physics news on Phys.org
Horland said:

Homework Equations



Ax=B?

Not quite. The relevant equation in this case is the one given in the problem statement.

[tex][x]_r=P[x]_b[/tex]


How would you go about represented a general vector [itex]x[/itex] in the B-basis?
 

Similar threads

  • · Replies 8 ·
Replies
8
Views
1K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 18 ·
Replies
18
Views
3K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 11 ·
Replies
11
Views
2K
Replies
5
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K