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In linear algebra, Sylvester's law of inertia states that the inertia of a symmetric matrix A is invariant under congruence transformations. It is named for J. J. Sylvester. Linear algebra is the branch of mathematics concerned with the study of vectors, vector spaces (also called linear spaces), linear maps (also called linear transformations), and systems of linear equations. ...
In mathematics, a matrix (plural matrices) is a rectangular table of numbers or, more generally, a table consisting of abstract quantities that can be added and multiplied. ...
In mathematics, an invariant is something that does not change under a set of transformations. ...
In mathematics and especially in abstract algebra, a congruence relation or simply congruence is an equivalence relation that is compatible with some algebraic operation(s). ...
James Joseph Sylvester James Joseph Sylvester (September 3, 1814 - March 15, 1897) was an English mathematician and lawyer. ...
The inertia of a symmetric matrix A is defined as the triple containing the numbers of positive, negative and zero eigenvalues of A: see also signature (quadratic form). A congruence transformation of A is formed as the product In mathematics, a number is called an eigenvalue of a matrix if there exists a nonzero vector such that the matrix times the vector is equal to the same vector multiplied by the eigenvalue. ...
In mathematics, signature can refer to The signature of a permutation is ±1 according to whether it is an even/odd permutation. ...
- SAST
where S is any given non-singular matrix. In other words, the signature of A as quadratic form is well-defined and independent of change of basis. In mathematics and especially linear algebra, an n-by-n matrix A is called invertible, non-singular or regular if there exists another n-by-n matrix B such that AB = BA = In, where In denotes the n-by-n identity matrix and the multiplication used is ordinary matrix multiplication. ...
In mathematics, a quadratic form is a homogeneous polynomial of degree two in a number of variables. ...
In mathematics, the term well-defined is used to specify that a certain concept (a function, a property, a relation, etc. ...
In linear algebra, we may consider some finite-dimensional vector space, which can have associated with it some basis with which we can work with respect to. ...
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