Understanding Matrix Transformations: Solving a Common Homework Problem

Click For Summary
SUMMARY

The discussion centers on solving a matrix transformation problem involving vector addition and scalar multiplication. The original expression, (3x+5y)[1 / -2] + (4x+7y)[-1 / 1], simplifies to the vector <-x - 2y, -2x - 3y> after correctly applying scalar multiplication to the vectors <1, -2> and <-1, 1>. The confusion arose from misinterpreting the notation, which was clarified by emphasizing that the scalars multiply each component of the vectors. This understanding is crucial for accurately performing matrix transformations.

PREREQUISITES
  • Understanding of matrix notation and vector operations
  • Familiarity with scalar multiplication in linear algebra
  • Knowledge of vector addition and transposition
  • Basic algebraic manipulation skills
NEXT STEPS
  • Study scalar multiplication of vectors in linear algebra
  • Learn about vector addition and properties of matrices
  • Explore matrix transformations and their applications
  • Review examples of vector operations in linear algebra textbooks
USEFUL FOR

Students studying linear algebra, particularly those preparing for exams or needing clarification on matrix transformations and vector operations.

Gurvir
Messages
19
Reaction score
0

Homework Statement


MatrixTransformations.png

Homework Equations


None

The Attempt at a Solution



Well guys, this is a problem I've been having for the last 2 days and with my midterm tomorrow I have no time to fiddle around with it.

So, I do not understand how (where it says b) how

Im going to use a division symbol ( / ) for indicating a break in the line.

(3x+5y)[1 / -2] + (4x+7y)[-1 / 1] is equal to [-x-2y / -2x-3y]

I have no understanding of this, because if you think of [x / y] which means it should be [(3(1) + 5(-2)) / (4(-1) + 7(1))]

which is equal to [3x-10y / -4x+7y] which is not equal what the answer is.

I hope you understand what I am asking and need a response asap, thanks in advance!
 
Physics news on Phys.org
Gurvir said:

Homework Statement


MatrixTransformations.png



Homework Equations


None


The Attempt at a Solution



Well guys, this is a problem I've been having for the last 2 days and with my midterm tomorrow I have no time to fiddle around with it.

So, I do not understand how (where it says b) how

Im going to use a division symbol ( / ) for indicating a break in the line.

(3x+5y)[1 / -2] + (4x+7y)[-1 / 1] is equal to [-x-2y / -2x-3y]

I have no understanding of this, because if you think of [x / y] which means it should be [(3(1) + 5(-2)) / (4(-1) + 7(1))]
No. It means that (3x + 5y) is a scalar that multiplies each component of the vector <1, -2>T. Here T means transpose. I'm writing a column vector as a row vector. So you get the vector <3x + 5y, -6x - 10y>T

Same with (4x + 7y). It multiplies each component of <-1, 1>T.

Now add the two vectors together and you should get <-x - 2y, -2x - 3y>T.
Gurvir said:
which is equal to [3x-10y / -4x+7y] which is not equal what the answer is.

I hope you understand what I am asking and need a response asap, thanks in advance!
 
Mark44 said:
No. It means that (3x + 5y) is a scalar that multiplies each component of the vector <1, -2>T. Here T means transpose. I'm writing a column vector as a row vector. So you get the vector <3x + 5y, -6x - 10y>T

Same with (4x + 7y). It multiplies each component of <-1, 1>T.

Now add the two vectors together and you should get <-x - 2y, -2x - 3y>T.

AHHH! Hahaha, I'm stressing to much! Thank you so much! Finally, finished Matrix Transformations. Well studying it :D
 

Similar threads

  • · Replies 25 ·
Replies
25
Views
2K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 10 ·
Replies
10
Views
2K
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
Replies
2
Views
1K