Matrix chain multiplication (or the matrix chain ordering problem) is an optimization problem concerning the most efficient way to multiply a given sequence...
18 KB (2,665 words) - 21:05, 14 April 2025
Because matrix multiplication is such a central operation in many numerical algorithms, much work has been invested in making matrix multiplication algorithms...
39 KB (4,483 words) - 22:23, 1 June 2025
in linear algebra, matrix multiplication is a binary operation that produces a matrix from two matrices. For matrix multiplication, the number of columns...
41 KB (6,581 words) - 13:39, 28 February 2025
complexity of matrix multiplication dictates how quickly the operation of matrix multiplication can be performed. Matrix multiplication algorithms are a central...
35 KB (4,285 words) - 19:52, 19 June 2025
multiplications needed to multiply a chain of matrices from matrix i to matrix j (i.e. Ai × .... × Aj, i.e. i<=j). We split the chain at some matrix k...
59 KB (9,166 words) - 15:39, 12 June 2025
multiplication. Most commonly, a matrix over a field F {\displaystyle F} is a rectangular array of elements of F {\displaystyle F} . A real matrix...
117 KB (14,312 words) - 01:34, 20 June 2025
In mathematics, a stochastic matrix is a square matrix used to describe the transitions of a Markov chain. Each of its entries is a nonnegative real number...
20 KB (2,959 words) - 14:55, 5 May 2025
Jacobian determinant, and the multiplicative inverse of the derivative is replaced by the inverse of the Jacobian matrix. The Jacobian determinant is fundamentally...
26 KB (3,768 words) - 07:42, 17 June 2025
except the commutative law of multiplication (a familiar example of such a noncommutative multiplication is matrix multiplication). From this all of the rules...
68 KB (11,740 words) - 13:02, 24 April 2025
this is O ( log k n ) {\displaystyle O(\log ^{k}n)} . For example, matrix chain ordering can be solved in polylogarithmic time on a parallel random-access...
41 KB (4,997 words) - 15:01, 30 May 2025
graphs,[AH73] minimum routing cost spanning trees,[H74] and the matrix chain multiplication problem.[HS82] Hu's family came from Zhejiang. Hu was born in...
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Catalan number (section Hankel matrix)
of associating n applications of a binary operator, as in the matrix chain multiplication problem). For n = 3, for example, we have the following five...
40 KB (6,013 words) - 02:24, 6 June 2025
In calculus, the chain rule is a formula that expresses the derivative of the composition of two differentiable functions f and g in terms of the derivatives...
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Determinant (redirect from Matrix determinant)
square matrix. The determinant of a matrix A is commonly denoted det(A), det A, or |A|. Its value characterizes some properties of the matrix and the...
91 KB (14,395 words) - 21:11, 31 May 2025
otherwise; this is the adjacency matrix of links. A related matrix S corresponding to the transitions in a Markov chain of given network is constructed...
16 KB (1,796 words) - 15:01, 19 February 2025
In mathematics, the Hessian matrix, Hessian or (less commonly) Hesse matrix is a square matrix of second-order partial derivatives of a scalar-valued function...
22 KB (3,544 words) - 10:40, 6 June 2025
algorithms) matched edge matched vertex matching (graph theory) matrix matrix-chain multiplication problem max-heap property maximal independent set maximally...
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called addition and multiplication, which obey the same basic laws as addition and multiplication of integers, except that multiplication in a ring does not...
99 KB (13,697 words) - 09:39, 16 June 2025
Backpropagation (section Matrix multiplication)
The overall network is a combination of function composition and matrix multiplication: g ( x ) := f L ( W L f L − 1 ( W L − 1 ⋯ f 1 ( W 1 x ) ⋯ ) ) {\displaystyle...
56 KB (7,993 words) - 15:52, 29 May 2025
Quaternion (redirect from Matrix representation of quaternions)
such a way that quaternion addition and multiplication correspond to matrix addition and matrix multiplication. One is to use 2 × 2 complex matrices, and...
96 KB (12,674 words) - 14:32, 18 June 2025
Eigenvalues and eigenvectors (redirect from Eigenvalue (Matrix))
the matrix multiplication A v = λ v , {\displaystyle A\mathbf {v} =\lambda \mathbf {v} ,} where the eigenvector v is an n by 1 matrix. For a matrix, eigenvalues...
102 KB (13,621 words) - 15:09, 12 June 2025
{\displaystyle {\begin{matrix}H_{1}(a,b)=a+b=&a+\underbrace {1+1+\dots +1} \\&b{\mbox{ copies of }}1\end{matrix}}} Multiplication by a natural number is...
24 KB (3,370 words) - 18:27, 28 May 2025
In mathematics, a Carleman matrix is a matrix used to convert function composition into matrix multiplication. It is often used in iteration theory to...
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Product (mathematics) (category Multiplication)
depends on the order of the factors. Matrix multiplication, for example, is non-commutative, and so is multiplication in other algebras in general as well...
16 KB (2,519 words) - 20:38, 28 May 2025
probability and combinatorics, a doubly stochastic matrix (also called bistochastic matrix) is a square matrix X = ( x i j ) {\displaystyle X=(x_{ij})} of nonnegative...
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Generalized eigenvector (redirect from Jordan chain)
can be performed on square matrices are matrix addition, multiplication by a scalar, and matrix multiplication. These are exactly those operations necessary...
40 KB (7,537 words) - 01:06, 9 May 2025
List of named matrices (redirect from List of matrix)
Markov chain Unistochastic matrix — a doubly stochastic matrix whose entries are the squares of the absolute values of the entries of some unitary matrix The...
32 KB (1,336 words) - 21:01, 14 April 2025
Jordan normal form (category Matrix theory)
vector generates the chain via multiplication by A − λ I {\displaystyle A-\lambda I} . Therefore, the statement that every square matrix A can be put in...
45 KB (7,479 words) - 09:50, 18 June 2025
When n is a positive integer, exponentiation corresponds to repeated multiplication of the base: that is, bn is the product of multiplying n bases: b n...
105 KB (13,693 words) - 11:30, 19 June 2025
a matrix decomposition of the original matrix. The elementary row operations may be viewed as the multiplication on the left of the original matrix by...
33 KB (4,369 words) - 22:29, 19 June 2025