Linear algebra proof and vectors

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SUMMARY

The discussion focuses on proving that if vectors u1, ..., um are in Rn, then the span of set S = {u1, u2, ..., uk} is a subset of the span of set T = {u1, ..., uk, uk+1, ..., um}. The proof is established through the definition of span, demonstrating that any linear combination of vectors in S can also be expressed as a linear combination in T. Additionally, it is concluded that if Rn = span(S), then Rn = span(T), confirming that the entire space Rn is spanned by T as well.

PREREQUISITES
  • Understanding of vector spaces and linear combinations
  • Familiarity with the concept of span in linear algebra
  • Knowledge of set theory, particularly subsets and set equality
  • Basic visualization skills in R3 for geometric interpretation
NEXT STEPS
  • Study the properties of vector spaces in linear algebra
  • Learn about linear independence and dependence of vectors
  • Explore geometric interpretations of span in R3
  • Investigate the implications of spanning sets in higher dimensions
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Students of linear algebra, educators teaching vector spaces, and anyone seeking to deepen their understanding of spans and vector relationships in Rn.

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Homework Statement



a) Prove that if u1, ... um are vectors in Rn , S = {u1,u2,...uk} and T = {u1,...uk, uk+1,...um} then span(S) \subseteqspan(T).

b) deduce also that if Rn = span(S), then Rn=span(T)


Homework Equations





The Attempt at a Solution


I think I got part a:

the span S is represented by linear combination c1u1 + c2u2 + ... ckuk
and the span T is represented by the linear combination
c1u1 + c2u2 + ... ckuk +... cmum
and since span(S) is contained in span(T)

span(S)\subseteqspan(T)

Does this look alright?


b) part b is giving me trouble

since span(S) = Rn, the entire set of linear combinations of the vectors {u1,u2,...uk} in set S forms a plane.

since span(S) is a subset of (T) which spans Rn,
span(T) = Rn.

I don't feel like this right at all, and I really can't visualize in my head what's going on here. Could somebody please help me? Thanks.
 
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for b)
We know span(T) contains R^n.
How do we know it can not contain anything else?
 
Algebraically you are on the right track. Just remember these definitions:
1) Span(u1, u2, ..., ui) = {a1u1 + a2u2 + ... + aiui | a1, a2, ..., ai in R}

2) A is a subset of B if every x in A is also in B.

3) Sets A and B are equal if A is a subset of B and B is a subset of A.

For some intuition, it may be helpful to consider what this looks like in R3. Here are some pictures:

http://img242.imageshack.us/img242/1087/spanliner3.png

http://img243.imageshack.us/img243/8680/spanplaner3.png

http://img243.imageshack.us/img243/9002/spanblockr3.png
 
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