Orthogonal basis Flashcards
the orthogonal complement of a line through the origin
is the plane through the origin perpendicular to it
f two planes being perpendicular does not correspond to the orthogonal complement,
since in three dimensions a pair of vectors, one from each of a pair of perpendicular planes, might meet at any angle.
In four-dimensional Euclidean space, the orthogonal complement of a line
a hyperplane and vice versa, and that of a plane is a plane
The orthogonal complement of a subspace
is the space of all vectors that are orthogonal to every vector in the subspace
An orthogonal matrix
is a matrix whose column vectors are orthonormal to each other.
Significance of orthogonal vectors basis
If there is a basis, we don’t want to search for a c1,c2,c3
orthogonal set
Orthonormal set
set of all different vectors that are perpendicular to each other
orthogonal set of unit vectors
Making of orthonormal vectors if it is orthogonal
replacing each vector unit vector in the direction of each vector
Orthogonal sets are___.
linearly independent
linearly indep proof - c1u1 + c2u2 + .. = 0
what are the 2 steps?
- multiply both sides by u1
- since u1,ui i>1 cmes u1.ui !=0
so c1 = c2 = …=0
projection formula
to project vector in Rn to a
subspace given its
orthogonal basis
if basis is orthonormal, then ui.ui , projction formula
xw = (x.u1)u1 +(x.u2).u2 + ..
Problems:
Given ortho basis B or span of W, given a vector
find projection of the vector to that subspace
DONT PANIC!!YOU WILL DO IT RIGHT
B coordinates?
[x]w = (x.u1/u1.u1) , (x.u2/u2.u2) , …
cosine of angle
cos theta = v.u/norm u . normv