Spanning Sets in Vector Spaces

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SUMMARY

The statement that every vector v in a vector space V must be uniquely expressible as a linear combination of the vectors in a spanning set S is false. A spanning set allows for multiple representations of the same vector due to the presence of linearly dependent vectors. For example, if S includes both (1,0,0) and (2,0,0), the vector (1,0,0) can be expressed in multiple ways, demonstrating that uniqueness is not guaranteed in spanning sets.

PREREQUISITES
  • Understanding of vector spaces and their properties
  • Familiarity with linear combinations and linear dependence
  • Knowledge of the definition of a spanning set
  • Basic concepts of linear algebra
NEXT STEPS
  • Review the definition and properties of spanning sets in linear algebra
  • Study examples of linearly dependent and independent sets
  • Learn about the implications of linear combinations in vector spaces
  • Explore the concept of bases and their relationship to spanning sets
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Students of linear algebra, educators teaching vector space concepts, and anyone seeking to deepen their understanding of linear combinations and spanning sets.

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Homework Statement


True or False: If S is a spanning set for a vector space V, then every vector v in V must be uniquely expressible as a linear combination of the vectors in S.

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The Attempt at a Solution


For some reason, the answer to this question is false, although to me it seems like this is almost the definition of a spanning set. I am unsure about what the word "uniquely" means here, so maybe that is causing my confusion. Any help would be appreciated!
 
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I think you're onto it, but i'd go back to your definition of a spanning set. If it only requires that the set spans V and uniqueness is not required, then there may exist more than one way to form a given vector v, e.g. consider if your set had both (1,0,0) and (2,0,0) in it..
 

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