Matrix Variables: Solving Mx = b with 2-D Vectors

  • Context: Undergrad 
  • Thread starter Thread starter EvLer
  • Start date Start date
  • Tags Tags
    Matrix Variables
Click For Summary
SUMMARY

The discussion centers on solving the matrix equation Mx = b, where M is a 4x2 matrix with a rank of 2. Participants confirm that the vector x consists of only two elements, x1 and x2, due to the rank limitation. The correct representation of vector x is x = [x1, x2]ᵀ, indicating a transposed column vector. This clarification is crucial for understanding the dimensionality of solutions in linear algebra.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically matrix rank
  • Familiarity with matrix notation and operations
  • Knowledge of vector representation in mathematical contexts
  • Basic skills in solving linear equations
NEXT STEPS
  • Study the implications of matrix rank on solution sets in linear algebra
  • Learn about the representation of vectors and matrices in MATLAB or Python
  • Explore the concept of null space and its relation to matrix equations
  • Investigate methods for solving underdetermined systems of equations
USEFUL FOR

Students and professionals in mathematics, engineering, and computer science who are working with linear systems and matrix equations.

EvLer
Messages
454
Reaction score
0
if I am given this to solve:
Mx = b
where M
[0 0]
[1 2]
[0 0]
[3 6]

and b = [b1, b2, b3, b4]t

does that mean I have vector x as 4 elements, i.e. x1-x4 or just x1 and x2?

thanks

edit: oh, wait... rank is 2, so its only x1 and x2, right?
 
Last edited:
Physics news on Phys.org
Your vector will be x=[x1 x2]T
 
oh, didn't refresh in time... thanks :)
 

Similar threads

  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 9 ·
Replies
9
Views
4K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 7 ·
Replies
7
Views
6K
  • · Replies 8 ·
Replies
8
Views
3K
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K