Basis & Dimension: Subspace of R4

  • Thread starter Thread starter ggb123
  • Start date Start date
  • Tags Tags
    Basis Subspace
Click For Summary
SUMMARY

The discussion focuses on finding a basis and dimension for the subspace U of R4 defined as U = {(a+b, a+c, b+c, a+b+c) | a, b, c ∈ R}. The solution involves expressing vectors in U as linear combinations of three specific vectors: (1, 1, 0, 1), (1, 0, 1, 1), and (0, 1, 1, 1). This indicates that the dimension of the subspace U is 3, as it is spanned by these three basis vectors.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically vector spaces and subspaces.
  • Familiarity with the definition of basis and dimension in the context of vector spaces.
  • Knowledge of linear combinations and how to express vectors in terms of other vectors.
  • Ability to solve systems of linear equations.
NEXT STEPS
  • Study the properties of vector spaces and subspaces in linear algebra.
  • Learn about the process of finding a basis for different vector spaces.
  • Explore the concept of dimension and its implications in linear transformations.
  • Practice solving systems of linear equations to reinforce understanding of linear combinations.
USEFUL FOR

Students and educators in linear algebra, mathematicians focusing on vector spaces, and anyone interested in understanding the structure of subspaces in R4.

ggb123
Messages
25
Reaction score
0

Homework Statement



Find a basis and dimension to each of the following subspaces of R4:

U = {(a+b,a+c,b+c,a+b+c)|a,b,c∈R}


Homework Equations





The Attempt at a Solution


I started by making a linear system.
w(a + b) + x(a + c) + y(b + c) + z(a + b + c) = 0
a(w + x + z) + b(w + y + z) + c(x + y + z) = 0

w + x + 0 + z = 0
w + 0 + y + z = 0
0 + x + y + z = 0

Then I get stuck from here. Any help would be really appreciated, thanks.
 
Physics news on Phys.org
ggb123 said:

Homework Statement



Find a basis and dimension to each of the following subspaces of R4:

U = {(a+b,a+c,b+c,a+b+c)|a,b,c∈R}


Homework Equations





The Attempt at a Solution


I started by making a linear system.
w(a + b) + x(a + c) + y(b + c) + z(a + b + c) = 0
a(w + x + z) + b(w + y + z) + c(x + y + z) = 0

w + x + 0 + z = 0
w + 0 + y + z = 0
0 + x + y + z = 0

Then I get stuck from here. Any help would be really appreciated, thanks.

From the definition of set U,
x = a + b
y = a + ... + c
z = ... b + c
w = a + b + c

From this system of equations it can be seen that every vector u in U is a linear combination of three vectors.
 
A just slightly different way of writing the same thing:
(a+b,a+c,b+c,a+b+c)= (a, a, 0, a)+ (b, 0, b, b)+ (0, c, c, c)= a(1, 1, 0, 1)+ b(1, 0, 1, 1)+ c(0, 1, 1, 1). Those are the basis vectors.

In other words, don't introduce new constants, w, x,y z, take out the constants that are already there!
 

Similar threads

  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 9 ·
Replies
9
Views
3K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 52 ·
2
Replies
52
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 11 ·
Replies
11
Views
2K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 7 ·
Replies
7
Views
3K
Replies
16
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K