General Lin. Alg. Span Question

  • Thread starter Thread starter hydralisks
  • Start date Start date
  • Tags Tags
    General Span
Click For Summary
SUMMARY

The discussion centers on the concept of vector spanning in linear algebra, specifically addressing whether three vectors (v1, v2, v3) can span the four-dimensional space R4. It is established that three vectors cannot span R4 due to the dimensionality requirement, as a minimum of four linearly independent vectors is necessary to span a four-dimensional space. The conclusion is definitive: any set of three vectors will not span R4.

PREREQUISITES
  • Understanding of linear algebra concepts, particularly vector spaces
  • Knowledge of dimensionality in vector spaces
  • Familiarity with the definitions of spanning sets and bases
  • Basic proficiency in mathematical notation and terminology
NEXT STEPS
  • Study the properties of vector spaces in linear algebra
  • Learn about linear independence and its implications for spanning sets
  • Explore the concept of bases in higher-dimensional spaces
  • Investigate examples of spanning sets in R3 and R4
USEFUL FOR

Students and educators in mathematics, particularly those focusing on linear algebra, as well as anyone seeking to deepen their understanding of vector spaces and dimensionality.

hydralisks
Messages
19
Reaction score
0
If a question asks "does v1, v2, v3 span R4"
can i just say no, regardless of what v1 v2 v3 is
because v1 v2 and v3 is just 3 dimensions while R4 needs 4 dimensions?
 
Physics news on Phys.org
hydralisks said:
If a question asks "does v1, v2, v3 span R4"
can i just say no, regardless of what v1 v2 v3 is
because v1 v2 and v3 is just 3 dimensions while R4 needs 4 dimensions?

I'm almost sure you're right on this.
 
Thanks!
 
Yes. If a set of vectors spans a space, then some subset of it forms a basis for the space. Since no subset of 3 vectors can span a four dimensional set, this set cannot span R4.
 

Similar threads

Replies
4
Views
2K
Replies
4
Views
9K
  • · Replies 14 ·
Replies
14
Views
17K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K