[Math] True/False Linear Algebra Vector Spaces/Subspaces

linear algebravector-spaces

I was doing a bunch of true false for this section and here are a couple I can't seem to understand.

  • The solutions of a matrix equations $Ax=0$ forms a vector space.
  • The set of nonsingular $n\times n$ matrices forms a vector space.
  • The set of degree four polynomials forms a vector space
  • The set of vectors of length 1 forms a subspace of $\mathbb R^2$.
  • The set of all functions $f(x)$ such that $f(0)=0$ forms a vector space.

Could you please leave an explanation if you can? Thanks

Best Answer

Can you show that if $Ax=0$ and $Ay=0$, then $A(x+y)=0$ and $A(\lambda x)=0$ for any $\lambda$?

Is the zero matrix invertible?

Is the zero polynomial of degree four?

Does the zero vector have length $1$?

Can you show that if $f,g$ are $0$ at zero then their sum $f+g$ is $0$ at zero and for any $\lambda$, $\lambda f$ is zero at $0$?