Global Information Lookup Global Information

Schur complement information


The Schur complement of a block matrix, encountered in linear algebra and the theory of matrices, is defined as follows.

Suppose p, q are nonnegative integers, and suppose A, B, C, D are respectively p × p, p × q, q × p, and q × q matrices of complex numbers. Let

so that M is a (p + q) × (p + q) matrix.

If D is invertible, then the Schur complement of the block D of the matrix M is the p × p matrix defined by

If A is invertible, the Schur complement of the block A of the matrix M is the q × q matrix defined by
In the case that A or D is singular, substituting a generalized inverse for the inverses on M/A and M/D yields the generalized Schur complement.

The Schur complement is named after Issai Schur[1] who used it to prove Schur's lemma, although it had been used previously.[2] Emilie Virginia Haynsworth was the first to call it the Schur complement.[3] The Schur complement is a key tool in the fields of numerical analysis, statistics, and matrix analysis. The Schur complement is sometimes referred to as the Feshbach map after a physicist Herman Feshbach.[4]

  1. ^ Schur, J. (1917). "Über Potenzreihen die im Inneren des Einheitskreises beschränkt sind". J. reine u. angewandte Mathematik. 147: 205–232. doi:10.1515/crll.1917.147.205.
  2. ^ Zhang, Fuzhen (2005). Zhang, Fuzhen (ed.). The Schur Complement and Its Applications. Numerical Methods and Algorithms. Vol. 4. Springer. doi:10.1007/b105056. ISBN 0-387-24271-6.
  3. ^ Haynsworth, E. V., "On the Schur Complement", Basel Mathematical Notes, #BNB 20, 17 pages, June 1968.
  4. ^ Feshbach, Herman (1958). "Unified theory of nuclear reactions". Annals of Physics. 5 (4): 357–390. doi:10.1016/0003-4916(58)90007-1.

and 23 Related for: Schur complement information

Request time (Page generated in 0.7816 seconds.)

Schur complement

Last Update:

The Schur complement of a block matrix, encountered in linear algebra and the theory of matrices, is defined as follows. Suppose p, q are nonnegative integers...

Word Count : 2896

Schur complement method

Last Update:

In numerical analysis, the Schur complement method, named after Issai Schur, is the basic and the earliest version of non-overlapping domain decomposition...

Word Count : 703

Complement

Last Update:

subspaces Orthogonal complement Schur complement Complement (complexity), relating to decision problems and complexity classes Complement operator (regular...

Word Count : 299

List of things named after Issai Schur

Last Update:

conjecture Schur complement method Schur complement Schur-convex function Schur decomposition Schur functor Schur index Schur's inequality Schur's lemma (from...

Word Count : 84

Issai Schur

Last Update:

after Issai Schur: List of things named after Issai Schur Schur algebra Schur complement Schur index Schur indicator Schur multiplier Schur orthogonality...

Word Count : 3949

Schur decomposition

Last Update:

mathematical discipline of linear algebra, the Schur decomposition or Schur triangulation, named after Issai Schur, is a matrix decomposition. It allows one...

Word Count : 1360

Schur product theorem

Last Update:

matrix. The result is named after Issai Schur (Schur 1911, p. 14, Theorem VII) (note that Schur signed as J. Schur in Journal für die reine und angewandte...

Word Count : 1664

Haynsworth inertia additivity formula

Last Update:

{In} (H_{11})+\mathrm {In} (H/H_{11})} where H/H11 is the Schur complement of H11 in H: H / H 11 = H 22 − H 12 ∗ H 11 − 1 H 12 . {\displaystyle...

Word Count : 413

Block matrix

Last Update:

are conformable with them for partitioning. Furthermore, A and the Schur complement of A in P: P/A = D − CA−1B must be invertible. Equivalently, by permuting...

Word Count : 4772

Definite matrix

Last Update:

proved with stronger conditions on the blocks, for instance, using the Schur complement. A general quadratic form f ( x ) {\displaystyle f(\mathbf {x} )} on...

Word Count : 8431

Determinant

Last Update:

using either the Leibniz formula or a factorization involving the Schur complement, is det ( A 0 C D ) = det ( A ) det ( D ) = det ( A B 0 D ) . {\displaystyle...

Word Count : 14131

Variance inflation factor

Last Update:

-j}=X_{j}^{T}X_{-j},r_{-j,j}=X_{-j}^{T}X_{j},r_{-j,-j}=X_{-j}^{T}X_{-j}} . By using Schur complement, the element in the first row and first column in r − 1 {\displaystyle...

Word Count : 1700

Outline of linear algebra

Last Update:

decomposition Higher-order singular value decomposition Schur decomposition Schur complement Haynsworth inertia additivity formula Matrix equivalence...

Word Count : 377

Multivariate normal distribution

Last Update:

matrix Σ ¯ {\displaystyle {\overline {\boldsymbol {\Sigma }}}} is the Schur complement of Σ22 in Σ. That is, the equation above is equivalent to inverting...

Word Count : 9474

Emilie Virginia Haynsworth

Last Update:

worked in linear algebra and matrix theory. She gave the name to Schur complements and is the namesake of the Haynsworth inertia additivity formula....

Word Count : 625

Invertible matrix

Last Update:

strategy is particularly advantageous if A is diagonal and D − CA−1B (the Schur complement of A) is a small matrix, since they are the only matrices requiring...

Word Count : 6925

Covariance matrix

Last Update:

K Y | X {\displaystyle \operatorname {K} _{\mathbf {Y|X} }} is the Schur complement of K X X {\displaystyle \operatorname {K} _{\mathbf {XX} }} in Σ {\displaystyle...

Word Count : 5418

Woodbury matrix identity

Last Update:

differential equations as the capacitance matrix. Sherman–Morrison formula Schur complement Matrix determinant lemma, formula for a rank-k update to a determinant...

Word Count : 2086

Uzawa iteration

Last Update:

where S := B ∗ A − 1 B {\displaystyle S:=B^{*}A^{-1}B} denotes the Schur complement. Since S {\displaystyle S} is symmetric positive-definite, we can apply...

Word Count : 913

Fast Kalman filter

Last Update:

) = {\displaystyle (D-CA^{-1}B)=} a much smaller matrix called the Schur complement of A {\displaystyle A} . This is the FKF method that may make it computationally...

Word Count : 1398

Block LU decomposition

Last Update:

}{\begin{pmatrix}0&0\\0&Q^{\frac {*}{2}}\end{pmatrix}},} where the Schur complement of A {\displaystyle {\begin{matrix}A\end{matrix}}} in the block matrix...

Word Count : 617

Pfaffian

Last Update:

and Boyd, Edinburgh, fourth edition, 1939. Zhang, Fuzhen, ed. The Schur complement and its applications. Vol. 4. Springer Science & Business Media, 2006...

Word Count : 3819

Partial inverse of a matrix

Last Update:

is created by inverting A 11 {\displaystyle A_{11}} , putting the Schur complement A / A 11 {\displaystyle A/A_{11}} in place of A 22 {\displaystyle A_{22}}...

Word Count : 691

PDF Search Engine © AllGlobal.net