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Encyclopedia > Orthogonalization

In linear algebra, orthogonalization means the following: we start with vectors v1,...,vk in an inner product space, most commonly the Euclidean space Rn which are linearly independent and we want to find mutually orthogonal vectors u1,...,uk which generate the same subspace as the vectors v1,...,vk.


One method for performing orthogonalization is the Gram-Schmidt process.


When performing orthogonalization on a computer, the Householder transformation is usually preferred over the Gram-Schmidt process since it is more numerically stable, i.e. rounding errors tend to have less serious effects.


  Results from FactBites:
 
Orthogonality - Wikipedia, the free encyclopedia (1338 words)
Hence orthogonality of vectors is a generalization of the concept of perpendicular.
In 4D the orthogonal complement of a line is a hyperplane and vice versa, and that of a plane is a plane.
The Legendre polynomials are orthogonal with respect to the uniform distribution on the interval from −1 to 1.
Orthogonal group - Wikipedia, the free encyclopedia (1448 words)
In even dimensions in characteristic 2 the orthogonal group is a subgroup of the symplectic group, because the symmetric bilinear form of the quadratic form is also an alternating form.
For the usual orthogonal group over the reals it is trivial, but it is often non-trivial over other fields, or for the orthogonal group of a quadratic form over the reals that is not positive definite.
As an algebraic group, an orthogonal group is in general neither connected nor simply-connected; the latter point brings in the spin phenomena, while the former is related to the discriminant.
  More results at FactBites »

 

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