Vector Spaces & Subspaces, Linear Algebra

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SUMMARY

The discussion centers on the conditions under which the set T, defined as T = {x + u | u ∈ U} for a vector space V and its subspace U, qualifies as a subspace of V. It is established that T is a subspace if and only if the vector x belongs to U. The subspace test, which includes verifying the presence of the zero vector, closure under vector addition, and closure under scalar multiplication, is essential for this proof.

PREREQUISITES
  • Understanding of vector spaces and subspaces in linear algebra
  • Familiarity with the subspace test criteria
  • Knowledge of vector addition and scalar multiplication
  • Basic proficiency in mathematical proof techniques
NEXT STEPS
  • Study the properties of vector spaces and subspaces in linear algebra
  • Learn how to apply the subspace test in various contexts
  • Explore examples of vector spaces and their subspaces
  • Practice constructing proofs in linear algebra
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Students of linear algebra, educators teaching vector space concepts, and anyone seeking to deepen their understanding of subspaces and their properties.

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Homework Statement



Let V be a vector space and U a subspace of V . For a given x ∈ V , define T=
{x + u | u ∈ U }. Show that T is a subspace of V if and only if x ∈ U .


Homework Equations


Subspace Test:
1: The 0 vector of V is included in T.
2: T is closed under vector addition
3: T is closed under scalar multiplication


The Attempt at a Solution


I do not know how to show this...
 
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You're not trying very hard. Start with the forward direction. Show T is a subspace if x is in U. Try showing in this case T=U.
 

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