Matrix of order supose 3*3 is in span of R3

  • Context: Undergrad 
  • Thread starter Thread starter asad khan
  • Start date Start date
  • Tags Tags
    Matrix Span
Click For Summary
SUMMARY

A matrix of order 3x3 cannot be considered "in span of R3" as span is defined for a set of vectors, not matrices. In the context of the vector space M_3(R), which consists of all 3x3 matrices with real elements, a spanning set must contain at least 9 linearly independent matrices. To determine if a set of matrices spans M_3(R), one must check if the system of equations formed by these matrices has a unique solution, indicating that the matrices can be expressed as linear combinations of each other.

PREREQUISITES
  • Understanding of vector spaces and their properties
  • Knowledge of linear independence and dependence
  • Familiarity with the concept of spanning sets
  • Basic proficiency in solving systems of linear equations
NEXT STEPS
  • Study the properties of vector spaces, specifically M_3(R)
  • Learn about linear independence and how to identify it in sets of matrices
  • Explore methods for determining spanning sets in vector spaces
  • Practice solving systems of linear equations to find unique solutions
USEFUL FOR

Mathematicians, students studying linear algebra, and anyone interested in understanding the properties of matrices and vector spaces.

asad khan
Messages
1
Reaction score
0
sir kindly tell me how to know that a matrix of order supose 3*3 is in span of R3 ?...
 
Physics news on Phys.org


I'm afraid you will have to phrase the question more precisely. "Span" is defined for a set of vectors so I don't know what you mean by "in span of R3". Further, if you mean just "in R3", NO matrices are in R3. Everything in R3 is a vector with 3 components. (You can consider "1 by 3" or "3 by 1" matrices to be in R3 but you would have to drop the multiplication of matrices to do that.
 


(Note: I use vector in a general sense: a vector can be a function or
a matrix, etc, as they represent elements in a vector space.).

a spanning set for the vector space M_3(R) -- the set of 3x3 matrices whose
elements are in the reals -- will be a set of vectors such that every vector
in M_3(R) can be written as a linear combination of the set.

Of course, such a set may contain more vectors than necessary but may
nonetheless span all of M_3(R). When such a set contains more vectors
than necessary, the set of such vectors is LINEARLY DEPENDENT.
You can attain a LINEARLY INDEPENDENT set of vectors by removing
those vectors in your set that can be written as a linear combination
of the other vectors.

When you attain such a LINEARLY INDEPENDENT set of vectors, you
acquire a spanning set called a MINIMAL SPANNING SET.

For M_3(R), you will need AT LEAST 9 vectors in your set(but again,
you can have more). Furthermore, such a set of AT LEAST 9 vectors
is not unique.

So how do you determine if a 3x3 matrix spans M_3(R) -- assuming this
is what you meant to ask?
Well, you can't. You'll need AT LEAST 9 matrices to do this.
Once you have 9 (or more) matrices, you need to determine if
v = (c_1)v_1 + (c_2)v_2 + ... + (c_n)v_n (n >= 9)

if you can determine that this system of equations has
a unique solution, then you can determine that the set of
AT LEAST 9 vectors spans M_3(R).
 

Similar threads

  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 14 ·
Replies
14
Views
5K
  • · Replies 33 ·
2
Replies
33
Views
3K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 7 ·
Replies
7
Views
4K
  • · Replies 8 ·
Replies
8
Views
3K