Direct sum of spaces

linear algebra

Suppose $V$ is a linear space over $\mathbb{R}$, $V_1$, $V_2$, $V_3$ are the subspaces of $V$.

If $V_1 \cap V_2 = \{0\}$, $V_2 \cap V_3 = \{0\}$, $V_3 \cap V_1 = \{0\}$, then is $V_1 + V_2 + V_3$ a direct sum?

If $V_1 \cap V_2 = \{0\}$, $V_3 \cap (V_1 + V_2) = \{0\}$, then is $V_1 + V_2 + V_3$ a direct sum?

Many thanks for any hints.

Best Answer

The first one is not direct sum.

Counter-example: Take $V_1$ to be span of $e_1$, $V_2$ to be span of $e_2$, $V_3$ to be span of $e_1+e_2$

The second is direct sum. ( Which I assume without proof that $V+W$ is direct sum if and only if the union of their basis is linearly independent.)

Proof: Suppose $B_1$ is the basis that span $V_1$, $B_2$ is the basis that span $V_2$,$B_3$ is the basis that span $V_3$.

Since $V_1+V_2$ is direct sum, $B_1\cup B_2$ span $V_1+V_2$.

Since $V_3 \cap (V_1 + V_2) = \{0\}$, $B_1\cup B_2$ is linearly independent with $B_3$, hence $(B_1 \cup B_2 )\cup B_3$ is a basis. Hence is direct sum.

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