How to determine a basis given a set of vectors?

Click For Summary
SUMMARY

The discussion focuses on determining a basis for the subspace V spanned by three column vectors: [0, 2, -1], [1, 1, 3/4], and [2, 5, 0]. The key method to find a basis involves placing these vectors into a matrix and calculating its reduced row echelon form (RREF). If the vectors are linearly independent, they form a basis; if they are linearly dependent, a subset will serve as the basis.

PREREQUISITES
  • Understanding of linear independence and dependence
  • Familiarity with matrix representation of vectors
  • Knowledge of reduced row echelon form (RREF)
  • Basic concepts of vector spaces
NEXT STEPS
  • Learn how to compute the reduced row echelon form (RREF) of a matrix
  • Study linear independence and dependence in vector spaces
  • Explore the concept of spanning sets and bases in linear algebra
  • Practice problems involving basis determination for various vector sets
USEFUL FOR

Students studying linear algebra, educators teaching vector spaces, and anyone looking to strengthen their understanding of basis determination in mathematical contexts.

dmitriylm
Messages
39
Reaction score
2

Homework Statement


Let V be the subspace spanned by the following vectors:
[ 0]...[ 1 ]...[2]
[ 2]...[ 1 ]...[5]
[-1]...[3/4]...[0]

Determine a basis for V.



The Attempt at a Solution



I'm not quite sure how to start here. Would placing the vectors in a matrix and deriving its reduced echelon form give me a basis?
 
Physics news on Phys.org
dmitriylm said:

Homework Statement


Let V be the subspace spanned by the following vectors:
[ 0]...[ 1 ]...[2]
[ 2]...[ 1 ]...[5]
[-1]...[3/4]...[0]

Determine a basis for V.



The Attempt at a Solution



I'm not quite sure how to start here. Would placing the vectors in a matrix and deriving its reduced echelon form give me a basis?

Are these row vectors or column vectors?
 
Mark44 said:
Are these row vectors or column vectors?

These are column vectors.
 
If the three vectors are linearly independent, they are your basis. If they're linearly dependent, some subset of them will be your basis.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
Replies
15
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
8
Views
2K
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 14 ·
Replies
14
Views
3K
  • · Replies 58 ·
2
Replies
58
Views
4K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 15 ·
Replies
15
Views
3K