Is a Set of Invertible Matrices a Subspace?

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SUMMARY

The discussion centers on whether the set of invertible 2x2 matrices, denoted as S, forms a subspace of the vector space V of 2x2 matrices. It is established that S is not closed under addition, as demonstrated by counterexamples where the sum of two invertible matrices can yield a non-invertible matrix. The terms 'non-singular' and 'invertible' are clarified as equivalent, reinforcing the understanding of matrix properties in this context.

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  • Understanding of vector spaces and subspaces
  • Knowledge of matrix operations, specifically addition and scalar multiplication
  • Familiarity with the concepts of invertible and non-singular matrices
  • Basic linear algebra terminology and definitions
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Students of linear algebra, mathematicians, and anyone studying matrix theory or vector space properties will benefit from this discussion.

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Homework Statement



S is a subset of vector space V.

If V = 2x2 matrix and S ={A | A is invertible}

a) is S closed under addition?
b) is S closed under scalar multiplication?

Homework Equations





The Attempt at a Solution



For non singular 2x2 matrices, S is not closed under addition. but I am not quite sure about invertible 2x2 matrix.

Say, A = [1 0]
[0 1]

So, if we add A + A, it is still invertible, so it is closed under addition. But does my statement lose the generality?
 
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Your statement does lose the generality of the argument. Similarly I could argue if A is

[1 0]
[0 0]

and B is

[0 1]
[0 0]

A+B is non-invertible, hence non-singular matrices are closed under addition. But you know that's false. To prove the set of invertible matrices is closed under addition, you need to prove that given ANY A and B (not just a single example) A + B is invertible. Alternatively, you can find a single counterexample to prove that it is not closed under + (since if there exists A,B such that A+B is not invertible, then it is not true that A+B is invertible for all A,B)
 
Maxwhale said:

Homework Statement



S is a subset of vector space V.

If V = 2x2 matrix and S ={A | A is invertible}

a) is S closed under addition?
b) is S closed under scalar multiplication?

Homework Equations




The Attempt at a Solution



For non singular 2x2 matrices, S is not closed under addition. but I am not quite sure about invertible 2x2 matrix.

Say, A = [1 0]
[0 1]

So, if we add A + A, it is still invertible, so it is closed under addition. But does my statement lose the generality?

What's the difference between 'non-singular' and 'invertible'? Aren't they the same thing?
 

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