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diagonalization of quadratic form
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(Algorithm)
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A quadratic form may be diagonalized by the following procedure:
- Find a variable $x$ such that $x^2$ appears in the quadratic form. If no such variable can be found, perform a linear change of variable so as to create such a variable.
- By completing the square, define a new variable $x'$ such that there are no cross-terms involving $x'$
- Repeat the procedure with the remaining variables.
Example Suppose we have been asked to diagonalize the quadratic form $$Q = x^2 + xy - 3xz - y^2/4 + yz - 9 z^2/4$$ in three variables. We could proceed as follows:
- Since $x^2$ appears, we do not need to perform a change of variables.
- We have the cross terms $xy$ and $-3 xz$ If we define $x' = x + y/2 - 3z/2$ then $${x'}^2 = x^2 + xy - 3xz + y^2/4 + 9 z^2/4 - 3yz/2$$ Hence, we may re-express $Q$ as $$Q = {x'}^2 - yz/2$$
- We must now repeat the procedure with the remaining variables, $y$ and $z$ Since neither $y^2$ nor $z^2$ appears, we must make a change of variable. Let us define $z' = z + 2y$ $$Q = {x'}^2 - y^2 - yz'/2$$
- We have a cross term $- yz'/2$ To eliminate this term, make a change of variable $y' = y + z'/4$ Then we have $${y'}^2 = y^2 + yz'/2 + {z'}^2/16$$ and hence $$Q = {x'}^2 - {y'}^2 + {z'}^2/16$$ The quadratic form is now diagonal, so we are done. We see that the form has rank 3 and signature 2.
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"diagonalization of quadratic form" is owned by rspuzio. [ full author list (2) ]
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Cross-references: signature, rank, diagonal, terms, diagonalize, completing the square, variable, quadratic form
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This is version 4 of diagonalization of quadratic form, born on 2004-11-18, modified 2006-10-05.
Object id is 6490, canonical name is DiagonalizationOfQuadraticForm.
Accessed 5539 times total.
Classification:
| AMS MSC: | 15A03 (Linear and multilinear algebra; matrix theory :: Vector spaces, linear dependence, rank) |
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Pending Errata and Addenda
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