Determine whether the following subsets are subspaces

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SUMMARY

The discussion focuses on determining whether the subsets H and T are subspaces of R^3 and M2,2, respectively. For subset H, defined as H = {(x,y,z) ∈ R^3 | x + y^2 + z = 0}, the necessary conditions for a subspace include verifying the presence of the zero vector, closure under vector addition, and closure under scalar multiplication. For subset T, defined as T = {A ∈ M2,2 | AT = A}, the same principles apply using matrix operations instead of vector operations. The discussion emphasizes the importance of these closure properties in linear algebra.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically subspaces
  • Familiarity with vector addition and scalar multiplication
  • Knowledge of matrix operations and properties
  • Ability to work with R^3 and M2,2 spaces
NEXT STEPS
  • Study the properties of vector spaces and subspaces in linear algebra
  • Learn about closure properties in the context of vector addition and scalar multiplication
  • Explore matrix algebra, focusing on identity matrices and their role in subspaces
  • Practice problems involving subspace verification for various sets
USEFUL FOR

Students of linear algebra, educators teaching vector spaces, and anyone seeking to solidify their understanding of subspace criteria in mathematical contexts.

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Homework Statement



H = {(x,y,z) [tex]\in[/tex] R^3 | x + y^2 + z = 0} [tex]\subseteq[/tex] R^3

T = {A [tex]\in[/tex] M2,2 | AT = A} [tex]\subseteq[/tex] M2,2


The Attempt at a Solution



Our lecturer wasn't quite clear about how to go about this.

He talked out closed under addition and multiplication but that's about it.

Help would be greatly appreciated
 
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physicsNYC said:

Homework Statement



H = {(x,y,z) [tex]\in[/tex] R^3 | x + y^2 + z = 0} [tex]\subseteq[/tex] R^3

T = {A [tex]\in[/tex] M2,2 | AT = A} [tex]\subseteq[/tex] M2,2


The Attempt at a Solution



Our lecturer wasn't quite clear about how to go about this.

He talked out closed under addition and multiplication but that's about it.

Help would be greatly appreciated
This is pretty basic stuff in linear algebra, so I'm surprised that your lecturer wasn't sure how to do this. What he said, though, is pretty much what you need to do.

For your first problem, here's what you need to do:
  1. Show that the zero vector is in H.
  2. Show that if h1 and h2 are any two vectors in set H, then h1 + h2 is also in H. (Closure under vector addition)
  3. Show that if h1 is a vector in H and c is any real number, then c*h1 is in H. (Closure under scalar multiplication) Note that the first step can be accomplished by using c = 0.

For your second problem use matrices instead of vectors, but the steps are essentially the same.
 

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