Thursday, 6 March 2014

matrices - Proving a matrix is a subvector space



I am being asked this question:




Consider the vector space M(n × n, R) of n × n-matrices over R. Show that the subset of all diagonal matrices is a subvector space of M(n × n, R).



To my knowledge, a set is a subvector space if it satisfies 3 requirements.



1.) Zero exists in the set.



2.) The set is closed under addition



3.) The set is closed under scalar multiplication




I believe that zero exists in the set because all the elements in the matrix that aren't along the diagonal are zero. To my understanding, to prove that a set is closed under addition I must show that f(x+y) = f(x) + f(y) and to show that it is closed under scalar multiplication I must show that f(rx) = r $*$f(x). I do not know how to prove the last two conditions in regards to a matrix.


Answer



As FriedrichPhilipp said, the conditions you've written are for showing a function is a linear map, not for showing closure under vector addition and scalar multiplication.



You're right in your argument that $0 \in M_{n\times n}(\mathbb{R})$.



For closure under vector addition, you need to show if $x,y \in M_{n\times n}(\mathbb{R})$ (i.e. if $x$ & $y$ are $n\times n$ diagonal matrices) then $x+y$ is also a diagonal matrix.



For closure under scalar multiplication, you need to show if $k \in \mathbb{R}$ and $x \in M_{n\times n}(\mathbb{R})$ (i.e. if $k\in\mathbb{R}$ and $x$ is an $n\times n$ diagonal matrix) then $kx$ is also a diagonal matrix.




Now try writing out your arguments for these :-).


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