Showing that something is a basis of an independent set

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SUMMARY

The discussion centers on proving that a set of independent vectors M = {v1, v2, ... vp} in a vector space U forms a basis for U. It is established that if the dimension of U equals the number of vectors in M (dim(U) = p), then M is a basis for U, provided M spans U. The participants emphasize the necessity of demonstrating that M spans U to complete the proof, suggesting a contradiction approach if M does not span U.

PREREQUISITES
  • Understanding of vector spaces and independent sets
  • Knowledge of linear independence and spanning sets
  • Familiarity with the concept of dimension in vector spaces
  • Basic proof techniques, including contradiction
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  • Study the properties of vector spaces and bases in linear algebra
  • Learn about linear independence and spanning sets in detail
  • Explore proof techniques, particularly proof by contradiction
  • Review examples of independent sets and their bases in various vector spaces
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Students of linear algebra, educators teaching vector space concepts, and anyone seeking to deepen their understanding of basis and dimension in vector spaces.

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Homework Statement


Among all independent vector sets in a vector space U, let M = {v1, v2, ... vp} be an independent set. p is as large as it can get. Show that U is a basis of M.


Homework Equations





The Attempt at a Solution


If U is a basis of M then U is an independent set (we already know it is) and U spans M.

Or, since the dimension is the maximum number of linearly independent vectors you can have in a subset, if dim(U) = the number of elements in M, then it is a basis.

dim(U) = p, since p is as big as it can get
and there are p elements in M so it's a basis.

That seems too simple though. Plus it doesn't show that U spans M, which I think is probably necessary. Can anyone help?
 
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I don't think you're supposed to use the concept of dimension yet. You also seemed to switch the role of U and M midstream.

Let's call the vector space U and the collection of independent vectors M. As you noted, you need to show that the vectors in M are linearly independent and that they span U. The first condition is true by assumption, so you just need to show M spans U. I suggest you assume M doesn't span U and show it leads to a contradiction.
 

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