One Problem at a Time

Subspace of R^3

Problem 132: Determine if H = \{(x,y,z) | x+2y + z = 0\} is a subspace of \Re^3.

Solution: If H is a subspace, then it must meets the following three conditions.

  1. The zero vector must be in H. That is, let \vec{\mathbf{0}} = (0,0,0). Thus

    (1)   \begin{align*} x + 2y + z & = 0 \\ 0 + 2(0) + 0 & = 0. \end{align*}

    Since the zero vector satisfies the equation, this means that \vec{\mathbf{0}} \in H.
  2. H must be closed under addition. That is, \vec{\mathbf{u}} + \vec{\mathbf{v}} must be in H for any two vectors \vec{\mathbf{u}} and \vec{\mathbf{v}}. Let \vec{\mathbf{u}} = (x_1, y_1, z_1) and \vec{\mathbf{v}} = (x_2, y_2,z_2). Then

    (2)   \begin{align*} x + 2y + z & = 0 \\ (x_1 + x_2) + 2(y_1 + y_2) + (z_1 + z_2) & = 0 \\ x_1 + x_2 + 2y_1 + 2y_2 + z_1 + z_2 & = 0 \\ \underbrace{x_1 + 2y_1 + z_1}_{= \ 0} + \underbrace{x_2 + 2y_2 + z_2}_{= \ 0} & = 0 \\ 0 + 0 & = 0.\end{align*}

    Hence, \vec{\mathbf{u}} + \vec{\mathbf{v}} \in H.
  3. H must be closed under scalar multiplication. That is, c \vec{\mathbf{u}} must be in H for any scalar c \in \Re and vector \vec{\mathbf{u}}. That is, let c \in \Re and \vec{\mathbf{u}} = (x_1, y_1, z_1) so that c \cdot \vec{\mathbf{u}} = (cx_1, cy_1, cz_1). That is,

    (3)   \begin{align*}cx_1 + 2(cy_1) + cz_1 & = 0 \\ cx_1 + 2cy_1 + cz_1 = 0 \\ c\underbrace{(x_1 + 2y_1 + z_1)}_{= \ 0} & = 0 \\ c \cdot 0 & = 0 \\ 0 & = 0. \end{align*}

    Therefore, c \cdot \vec{\mathbf{u}} \in H}.

Indeed, H is a subspace of \Re^3.

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