Show that the sets of upper-triangular and lower-triangular matrices are subspaces of F n,n . Call them U and L respectively. What are their dimensions?

Respuesta :

Answer:

dim L = dim U = [tex]\frac{n(n+1)}{2}[/tex]

Step-by-step explanation:

We can do it only for the lower-triangular matrices, the case of the upper-triangular matrices is similar. We might caracterice nxn the lower-triangular matrices, as the nxn matrices [tex]A=(a_{ij})[/tex] such that the entry [tex]a_{ij}=0[/tex] if i<j.

Now let [tex]A=(a_{ij})[/tex] and [tex]B=(b_{ij})[/tex] be two lower triangular matrices, now if

[tex]C=A+\lambda  B[/tex] for some [tex]\lambda \in \mathbb{F}[/tex]

then the entry [tex]c_{ij}[/tex] of C is equal to

[tex]c_{ij}=a_{ij}+\lambda b_{ij}[/tex]

Now, if i<j, it must hold that [tex]a_{ij}=0 \quad \text{and} \quad b_{ij}=0[/tex]. Therefore, if this is the case we must have that [tex]c_{ij}=0[/tex] and so we get that C is also a lower triangular matrix. This showa that L is closed under sum and scalar multiplcation, hence it is a linear subspace.

To find the dimension, note that all the entries of a lower-triangular matrix over the diagonal must be equal to zero. However, each entry of the matrix under the diagonal and in the diagonal might be any element of [tex]\mathbb{F}[/tex], any entry that can be choosen add up to the dimension of L, we n such elemnts for the first column, (n-1) for the second column, (n-2) for the third column etc.... Therefore,

[tex]\dimL=n+(n-1)+(n-2)+...+2+1=\dfrac{n(n+1)}{2}[/tex]

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