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Quadratic Form


A quadratic form involving n real variables x_1, x_2, ..., x_n associated with the n×n real matrix A=(a_(ij)) is given by

 Q(x_1,x_2,...,x_n)=a_(ij)x_ix_j,
(1)

where Einstein summation has been used. Letting x be a vector made up of x_1, ..., x_n and x^T the transpose, then

 Q(x)=x^TAx,
(2)

equivalent to

 Q(x)=<x,Ax>
(3)

in inner product notation. A binary quadratic form is a quadratic form in two variables. For a symmetric matrix A, it has the form

 Q(x,y)=a_(11)x^2+2a_(12)xy+a_(22)y^2.
(4)

It is always possible to express an arbitrary real quadratic form

 Q(x)=alpha_(ij)x_ix_j
(5)

with Einstein summation in the form

 Q(x)=<x,Ax>,
(6)

where A=(a_(ij)) is a symmetric matrix given by

 a_(ij)={alpha_(ii)   i=j; 1/2(alpha_(ij)+alpha_(ji))   i!=j.
(7)

Any real quadratic form in n variables may be reduced to the diagonal form

 Q(x)=lambda_1x_1^2+lambda_2x_2^2+...+lambda_nx_n^2
(8)

with lambda_1>=lambda_2>=...>=lambda_n by a suitable orthogonal transformation. Also, two real quadratic forms are equivalent under the group of invertible linear transformations iff they have the same quadratic form rank and quadratic form signature.

More generally, on a vector space V over a field k, a quadratic form is a function q:V->k satisfying q(av)=a^2q(v) for all a in k and v in V, such that q(v+w)-q(v)-q(w) is a bilinear form in v and w (Conrad, pp. 34-35 and 48-49). When k has field characteristic different from 2, dividing this bilinear form by 2 gives the unique bilinear form B satisfying B(v,w)=B(w,v) and q(v)=B(v,v).

A norm-Euclidean lattice uses the field norm of a quadratic form to measure approximation by integral vectors.


See also

Diagonal Quadratic Form, Disconnected Form, Indefinite Quadratic Form, Inner Product, Integer-Matrix Form, Positive Definite Quadratic Form, Positive Semidefinite Quadratic Form, Quadratic, Quadratic Form Rank, Quadratic Form Signature, Sylvester's Inertia Law, Symmetric Bilinear Form

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References

Bayer-Fluckiger, E.; Lewis, D.; and Ranicki, A. (Eds.). Quadratic Forms and Their Applications: Proceedings of the Conference on Quadratic Forms and Their Applications, July 5-9, 1999, University College, Dublin. Providence, RI: Amer. Math. Soc., 2000.Buell, D. A. Binary Quadratic Forms: Classical Theory and Modern Computations. New York: Springer-Verlag, 1989.Conrad, K. "Bilinear Forms." Undated notes. https://kconrad.math.uconn.edu/blurbs/linmultialg/bilinearform.pdf.Conway, J. H. and Fung, F. Y. The Sensual (Quadratic) Form. Washington, DC: Math. Assoc. Amer., 1997.Gradshteyn, I. S. and Ryzhik, I. M. Tables of Integrals, Series, and Products, 6th ed. San Diego, CA: Academic Press, pp. 1104-106, 2000.He, Z. "Class Numbers and Finiteness of Norm Euclidean Quadratic Lattices Over Algebraic Number Fields." 27 Oct 2026. https://arxiv.org/abs/2610.37377.Kitaoka, Y. Arithmetic of Quadratic Forms. Cambridge, England: Cambridge University Press, 1999.Lam, T. Y. The Algebraic Theory of Quadratic Forms. Reading, MA: W. A. Benjamin, 1973.Weisstein, E. W. "Books about Quadratic Forms." http://www.ericweisstein.com/encyclopedias/books/QuadraticForms.html.

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Quadratic Form

Cite this as:

Weisstein, Eric W. "Quadratic Form." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/QuadraticForm.html

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