Proving a set of matrices is NOT a vector space

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SUMMARY

The set of matrices defined as {(a, 1) | a, b, c ∈ ℝ} and {(b, c)} is not a vector space. The addition of two matrices from this set results in a matrix that does not conform to the original form, specifically producing a matrix with a 2 in the second position instead of 1. Additionally, the absence of the zero vector in this set further confirms that it does not meet the criteria for a vector space. Therefore, the conditions for vector space closure under addition and the presence of the zero vector are violated.

PREREQUISITES
  • Understanding of linear algebra concepts, particularly vector spaces
  • Familiarity with matrix addition and scalar multiplication
  • Knowledge of the properties that define a vector space
  • Ability to interpret mathematical notation and conditions
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  • Study the definition and properties of vector spaces in linear algebra
  • Learn about the criteria for closure under addition and scalar multiplication
  • Explore examples of valid and invalid vector spaces
  • Investigate the concept of the zero vector and its importance in vector spaces
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jcw0616
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Homework Statement


Show that the following is NOT a vector space:
{(a, 1) | a, b, c, ∈ ℝ}
{(b, c)

Note: this is is meant to be a 2x2 matrix. This may not have been clear in how I formatted it.

2. The attempt at a solution
I am self-studying linear algebra, and have had a difficulty conceptualizing/interpreting what a vector space actually is. However, to show that the set of all matrices of the form above is NOT a vector space, I subjected it to the addition/multiplication conditions. For example, the condition v+w ∈ V:
(a, 1) + (p, 1) = (a+p, 2)
(b, c) + (q, r) = (b+q, c+r)

The sum of the two matrices yields a matrix NOT of the original form, with 1 in the a_1,2 position. Does this prove that the set is not a vector space? Have I correctly interpreted the purpose of this problem as: "Show that one of the vector space conditions does not give back a matrix with the same form as the original matrix (a, 1, b, c)"?
Another way I interpreted the question was: "Find a way to make a, b, or c NOT a real number." However, I could not think of a way to transform them into an imaginary number without using a scalar r ∉ ℝ.

My book gives many examples of what vector spaces are, or can be, but leaves it up to the reader to infer what does not constitute a vector space.

So, have I correctly solved the problem? Any helpful tips would be greatly appreciated! No answers, please. :)

Thanks a lot,
Jordan
 
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jcw0616 said:

Homework Statement


Show that the following is NOT a vector space:
{(a, 1) | a, b, c, ∈ ℝ}
{(b, c)

Note: this is is meant to be a 2x2 matrix. This may not have been clear in how I formatted it.

2. The attempt at a solution
I am self-studying linear algebra, and have had a difficulty conceptualizing/interpreting what a vector space actually is. However, to show that the set of all matrices of the form above is NOT a vector space, I subjected it to the addition/multiplication conditions. For example, the condition v+w ∈ V:
(a, 1) + (p, 1) = (a+p, 2)
(b, c) + (q, r) = (b+q, c+r)

The sum of the two matrices yields a matrix NOT of the original form, with 1 in the a_1,2 position. Does this prove that the set is not a vector space?

Yes. That's all you needed. Even just the first equation was enough.
 
jcw0616 said:

Homework Statement


Show that the following is NOT a vector space:
{(a, 1) | a, b, c, ∈ ℝ}
{(b, c)

Note: this is is meant to be a 2x2 matrix. This may not have been clear in how I formatted it.

2. The attempt at a solution
I am self-studying linear algebra, and have had a difficulty conceptualizing/interpreting what a vector space actually is. However, to show that the set of all matrices of the form above is NOT a vector space, I subjected it to the addition/multiplication conditions. For example, the condition v+w ∈ V:
(a, 1) + (p, 1) = (a+p, 2)
(b, c) + (q, r) = (b+q, c+r)

The sum of the two matrices yields a matrix NOT of the original form, with 1 in the a_1,2 position. Does this prove that the set is not a vector space? Have I correctly interpreted the purpose of this problem as: "Show that one of the vector space conditions does not give back a matrix with the same form as the original matrix (a, 1, b, c)"?
Another way I interpreted the question was: "Find a way to make a, b, or c NOT a real number." However, I could not think of a way to transform them into an imaginary number without using a scalar r ∉ ℝ.

My book gives many examples of what vector spaces are, or can be, but leaves it up to the reader to infer what does not constitute a vector space.

So, have I correctly solved the problem? Any helpful tips would be greatly appreciated! No answers, please. :)

Thanks a lot,
Jordan

Yes, your argument is correct. Also: a vector space must contain the zero vector, which your set of matrices does not.
 

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