Answer on Question #80925 – Math – Linear Algebra
Question
Verify that W W W is a subspace of V V V . Assume that V V V has the standard operations.
W = { ( x 1 , x 2 , x 3 , 0 ) } W = \{(x_{1},x_{2},x_{3},0)\} W = {( x 1 , x 2 , x 3 , 0 )} , where x 1 , x 2 , x 3 x_{1},x_{2},x_{3} x 1 , x 2 , x 3 are real numbers.
V = R 4 V = \mathbb{R}^4 V = R 4 .
Solution
W W W is a subspace, if the following three conditions are satisfied:
1) W W W is non-empty (the zero vector is in W W W ).
2) W W W is closed under addition: if u ⃗ \vec{u} u and w ⃗ \vec{w} w are in W W W , then u ⃗ + w ⃗ \vec{u} + \vec{w} u + w is in W W W .
3) W W W is closed under scalar multiplication: if u ⃗ \vec{u} u is in W W W , and c c c is a scalar, then c u ⃗ ∈ W c\vec{u} \in W c u ∈ W .
1) W W W is non-empty because it contains the zero vector ( 0 , 0 , 0 , 0 ) (0,0,0,0) ( 0 , 0 , 0 , 0 ) .
2) Let u ⃗ = ( u 1 , u 2 , u 3 , 0 ) \vec{u} = (u_{1}, u_{2}, u_{3}, 0) u = ( u 1 , u 2 , u 3 , 0 ) and w ⃗ = ( w 1 , w 2 , w 3 , 0 ) \vec{w} = (w_{1}, w_{2}, w_{3}, 0) w = ( w 1 , w 2 , w 3 , 0 ) be two vectors in W W W . Show that W W W is closed under addition
u ⃗ + w ⃗ = ( u 1 , u 2 , u 3 , 0 ) + ( w 1 , w 2 , w 3 , 0 ) = ( u 1 + w 1 , u 2 + w 2 , u 3 + w 3 , 0 ) = = ( x 1 , x 2 , x 3 , 0 ) \begin{array}{l}
\vec{u} + \vec{w} = (u_{1}, u_{2}, u_{3}, 0) + (w_{1}, w_{2}, w_{3}, 0) = (u_{1} + w_{1}, u_{2} + w_{2}, u_{3} + w_{3}, 0) = \\
= (x_{1}, x_{2}, x_{3}, 0)
\end{array} u + w = ( u 1 , u 2 , u 3 , 0 ) + ( w 1 , w 2 , w 3 , 0 ) = ( u 1 + w 1 , u 2 + w 2 , u 3 + w 3 , 0 ) = = ( x 1 , x 2 , x 3 , 0 )
where x 1 = u 1 + w 1 , x 2 = u 2 + w 2 x_{1} = u_{1} + w_{1}, x_{2} = u_{2} + w_{2} x 1 = u 1 + w 1 , x 2 = u 2 + w 2 and x 3 = u 3 + w 3 x_{3} = u_{3} + w_{3} x 3 = u 3 + w 3 are real numbers.
Hence, u ⃗ + w ⃗ \vec{u} + \vec{w} u + w is in W W W .
3) Let u ⃗ = ( u 1 , u 2 , u 3 , 0 ) \vec{u} = (u_{1}, u_{2}, u_{3}, 0) u = ( u 1 , u 2 , u 3 , 0 ) be a vector in W W W , and let c c c be any real number. Show that W W W is closed under scalar multiplication
c u ⃗ ‾ = c ( u 1 , u 2 , u 3 , 0 ) = ( c u 1 , c u 2 , c u 3 , 0 ) = ( x 1 , x 2 , x 3 , 0 ) \begin{array}{l}
\overline{c \vec{u}} = c (u_{1}, u_{2}, u_{3}, 0) = (c u_{1}, c u_{2}, c u_{3}, 0) = (x_{1}, x_{2}, x_{3}, 0)
\end{array} c u = c ( u 1 , u 2 , u 3 , 0 ) = ( c u 1 , c u 2 , c u 3 , 0 ) = ( x 1 , x 2 , x 3 , 0 )
where x 1 = c u 1 , x 2 = c u 2 x_{1} = c u_{1}, x_{2} = c u_{2} x 1 = c u 1 , x 2 = c u 2 and x 3 = c u 3 x_{3} = c u_{3} x 3 = c u 3 are real numbers.
Hence, c u ⃗ c\vec{u} c u is in W W W .
Finally, because all three conditions are satisfied, we can conclude that W W W is a subspace of R 4 \mathbb{R}^4 R 4 .
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