[Math] The set of all 2×3 matrices A satisfying A(1;2;3)=(0;0) is a subspace of R^(4×3), and give it dimension.

linear algebramatrices

Prove that the set $V$ of all $2 \times 3$ matrices $A$ satisfying $$A\pmatrix{1\\2\\3}=\pmatrix{0 \\ 0}$$ is a subspace of $\Bbb R^{2\times 3}$, and give its dimension.

My first Thought was that make $A=\pmatrix{a_1 & a_2 & a_3 \\ a_4 & a_5 & a_6}$ then solve. I ended with a solution with four independent variables. So I believe that this is enough to say that the set of all possible solutions spans $\Bbb R^{2\times 3}$.

Best Answer

Saying that there are "four independent variables" does not constitute a subspace. For example, the subset of all vectors in $\Bbb{R}^2$ such that $a_1+a_2+1=0$ is not a subspace despite there being an independent variable. Instead, you should use the subspace test.

Let $A, B \in V$ and $c \in \Bbb{R}$. We must show that: $$A+cB \in V$$ This can be otherwise stated as: $$(A+Bv)\pmatrix{1\\2\\3}=\pmatrix{0\\0}$$ Distribute on the left-hand side to get: $$(A+Bv)\pmatrix{1\\2\\3}=A\pmatrix{1\\2\\3}+cB\pmatrix{1\\2\\3}$$ Now, we are given $A, B \in V$, so obviously, those matrices times $\pmatrix{1\\2\\3}$ are $\pmatrix{0\\0}$: $$(A+Bv)\pmatrix{1\\2\\3}=\pmatrix{0\\0}+c\pmatrix{0\\0}=\pmatrix{0\\0}$$ This proves the equation we wanted, so $V$ is a subspace.

Now, to find the dimension, we set up what you did the first time: $$\text{Let }A=\pmatrix{a_1 & a_2 & a_3 \\ a_4 & a_5 & a_6}$$ $$\pmatrix{a_1 & a_2 & a_3 \\ a_4 & a_5 & a_6}\pmatrix{1\\2\\3}=\pmatrix{0\\0}$$ $$a_1+2a_2+3a_3=0 \\ a_4+2a_5+3a_6=0$$ If we express $A$ as a column vector with $a_i$s rather than a matrix, the above corresponds to the following matrix-vector product equation: $$\pmatrix{1 & 2 & 3 & 0 & 0 & 0 \\ 0 & 0 & 0 & 1 & 2 & 3}\pmatrix{a_1\\a_2\\a_3\\a_4\\a_5\\a_6}=\pmatrix{0\\0}$$ Now, basically, we are finding the dimension of the null space of the matrix on the left. There are two pivot columns and six columns in all, giving us a dimension of $4$.

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