In: Math
Let v1 = [-0.5 , v2 = [0.5 , and
v3 = [-0.5
-0.5 -0.5 0.5
0.5 0.5 0.5
-0.5] 0.5] 0.5]
Find a vector v4 in R4 such that the
vectors v1, v2, v3, and
v4 are orthonormal.
We presume that v1 =( -0.5, -0.5,0.5,-0.5)T = (-1/2,-1/2,1/2,-1/2)T , v2 =( 0.5,- 0.5,0.5,0.5)T = (1/2,-1/2,1/2,1/2)T and v3 =( -0.5,0.5,0.5,0.5)T = (-1/2,1/2,1/2,1/2)T. Then v1,v2,v3 are orthonormal vectors.
Let v4 = (x,y,z,w)T be a vector in R4 such that the vectors v1, v2, v3, and v4 are orthonormal.
Then v4.v1 = 0 or, (x,y,z,w)T. (-1/2,-1/2,1/2,-1/2)T = 0 or, -(1/2)x-(1/2)y+(1/2)z+(1/2) w = 0 or, x+y-z+w = 0…(1)
Also, v4.v2 = 0 or, (x,y,z,w)T. (1/2,-1/2,1/2,1/2)T = 0 or, (1/2)x-(1/2)y+(1/2)z+(1/2) w = 0 or, x-y+z+w = 0…(2) and
v4.v3 = 0 or, (x,y,z,w)T. (-1/2,1/2,1/2,1/2)T = 0 or, -(1/2)x+(1/2)y+(1/2)z+(1/2) w = 0 or, x-y-z-w = 0…(3)
The coefficient matrix of this linear system is A(say) =
1 |
1 |
-1 |
-1 |
1 |
-1 |
1 |
1 |
1 |
-1 |
-1 |
-1 |
To solve the linear system , we will reduce A to its RREF which is
1 |
0 |
0 |
1 |
0 |
1 |
0 |
1 |
0 |
0 |
1 |
1 |
This implies that x+w = 0 or, x = -w, y +w= 0 or, y = -w and z+w = 0 or, z = - w.
Also, since v4 is a unit vector, we have (x2+y2+z2+w2) = 1 or, 4w2 = 1 or, w = 1/2 so that v4 = (-1/2,-1/2,-1/2, 1/2)T = (-0.5,-0.5,-0.5,0.5)T.