Please show that the vector a \mathbf{a} a is orthogonal to the hyperplane H = H ( a , E ) \mathsf{H} = \mathsf{H}(\mathsf{a},\mathsf{E}) H = H ( a , E ) ; that is, if u \mathbf{u} u and v \mathbf{v} v are in H \mathsf{H} H , then a \mathbf{a} a is orthogonal to u − v \mathbf{u} - \mathbf{v} u − v .
**Solution.**
We present an example to illustrate this statement.
If the vector a ⃗ \vec{a} a is orthogonal to the H H H , then a ⃗ \vec{a} a is a normal vector for H H H . Let a ⃗ = ( 2 , 3 ) \vec{a} = (2,3) a = ( 2 , 3 ) and H H H is a straight line with equation
2 x + 3 y = 1 2x + 3y = 1 2 x + 3 y = 1
Find points on H H H . Suppose point ( x ; y ) (x; y) ( x ; y ) lies on H H H . We note that when x = 2 x = 2 x = 2 , y = − 1 y = -1 y = − 1 , so u ⃗ = ( 2 , − 1 ) \vec{u} = (2, -1) u = ( 2 , − 1 ) lies on H H H . Thus,
( 2 , 3 ) ⋅ ( ( x , y ) − ( 2 , − 1 ) ) = 0 , (2,3) \cdot ((x, y) - (2, -1)) = 0, ( 2 , 3 ) ⋅ (( x , y ) − ( 2 , − 1 )) = 0 ,
or, equivalently,
( 2 , 3 ) ⋅ ( x − 2 , y + 1 ) = 0 , (2,3) \cdot (x - 2, y + 1) = 0, ( 2 , 3 ) ⋅ ( x − 2 , y + 1 ) = 0 ,
is a normal equation for H H H . Since v ⃗ = ( − 1 , 1 ) \vec{v} = (-1,1) v = ( − 1 , 1 ) also lies on H H H , one of directions of the straight line H H H is v ⃗ − u ⃗ = ( − 3 , 2 ) \vec{v} - \vec{u} = (-3,2) v − u = ( − 3 , 2 ) .
Note that
a ⃗ ⋅ ( v ⃗ − u ⃗ ) = ( 2 , 3 ) ⋅ ( − 3 , 2 ) = 0 , \vec{a} \cdot (\vec{v} - \vec{u}) = (2,3) \cdot (-3,2) = 0, a ⋅ ( v − u ) = ( 2 , 3 ) ⋅ ( − 3 , 2 ) = 0 ,
so a ⃗ \vec{a} a is orthogonal to v ⃗ − u ⃗ \vec{v} - \vec{u} v − u .
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