Linear transformation with two given bases

Click For Summary
SUMMARY

The discussion centers on finding a transformation matrix that relates two vector representations in different bases, specifically D = (1,1; 1,-1) and Dx = (-1,1; 0,2). The solution provided indicates that the transformation matrix is [1, -3; 1, -1]. The participants clarify that (a; b) and (c; d) represent the same vector in these two bases, and they discuss the method for deriving the transformation matrix through a change of basis approach.

PREREQUISITES
  • Understanding of linear transformations and matrix representation
  • Familiarity with vector spaces, specifically R2
  • Knowledge of basis vectors and change of basis concepts
  • Proficiency in matrix operations and solving linear equations
NEXT STEPS
  • Study the concept of change of basis in linear algebra
  • Learn how to derive transformation matrices between different bases
  • Explore the properties of linear transformations in R2
  • Practice solving linear equations involving multiple variables and matrices
USEFUL FOR

Students studying linear algebra, educators teaching vector spaces, and anyone involved in mathematical modeling or transformations in R2.

aximiliio
Messages
1
Reaction score
0

Homework Statement


(a; b) is in terms of D = ( 1,1 ; 1 -1) and (c; d) is in terms of Dx = ( -1,1 ; 0,2), then we need to find a matrix such that
(c;d) = (?, ?; ?, ?)* (a; b).


Homework Equations



y = Ax >> linear transformation

The Attempt at a Solution


I know the answer is [1, -3; 1, -1}...but all I can come up with is that

a(1;1) + b(1;-1) = c(-1;0) + d(1;2)

 
Physics news on Phys.org
Please clarify. What vector space are you working in? R2 so that (a; b) is the vector [itex]a\vec{i}+ b\vec{j}[/itex]? And when you say "(a; b) is in terms of D = ( 1,1 ; 1 -1) and (c; d) is in terms of Dx = ( -1,1 ; 0,2)" do you mean that
1) D is the basis for R2 consisting of [itex]\vec{i}+ \vec{j}[/itex] and [itex]\vec{i}- \vec{j}[/itex]
2) Dx is the basis for R2 consisting of [itex]-\vec{i}+ \vec{j}[/itex] and [itex]2\vec{j}[/itex]
3) (a; b) and (c; d) are representations of the same vector in those two different bases?

If those are all true, then the simplest way to find the matrix representing the "change of basis" transformation is to write the two basis vectors in one basis in terms of the other: (1, 1)= a(-1,1)+ b(0,2) for what a, b?

Those vectors (a, b) are the columns of the matrix.
 

Similar threads

Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 11 ·
Replies
11
Views
2K
Replies
0
Views
1K
  • · Replies 11 ·
Replies
11
Views
2K
  • · Replies 3 ·
Replies
3
Views
1K
  • · Replies 2 ·
Replies
2
Views
1K