an injective function. Factorization systems are a generalization of this situation in category theory. A factorization system (E, M) for a category C...
6 KB (867 words) - 16:54, 29 December 2024
Matrix factorization is a class of collaborative filtering algorithms used in recommender systems. Matrix factorization algorithms work by decomposing...
18 KB (2,538 words) - 12:56, 17 April 2025
example, 3 × 5 is an integer factorization of 15, and (x − 2)(x + 2) is a polynomial factorization of x2 − 4. Factorization is not usually considered meaningful...
42 KB (7,863 words) - 13:39, 5 June 2025
called prime factorization; the result is always unique up to the order of the factors by the prime factorization theorem. To factorize a small integer...
25 KB (2,983 words) - 11:39, 19 April 2025
In mathematics and computer algebra, factorization of polynomials or polynomial factorization expresses a polynomial with coefficients in a given field...
28 KB (4,408 words) - 18:11, 24 May 2025
morphism. A factorization system for a category also gives rise to a notion of embedding. If ( E , M ) {\displaystyle (E,M)} is a factorization system, then...
18 KB (2,687 words) - 17:10, 20 March 2025
{\displaystyle (C\cap W,F)} is a weak factorization system, ( C , F ∩ W ) {\displaystyle (C,F\cap W)} is a weak factorization system W {\displaystyle W} satisfies...
18 KB (2,402 words) - 23:20, 25 April 2025
Quillen. It is also used in the definition of a factorization system, and of a weak factorization system, notions related to but less restrictive than the...
15 KB (2,666 words) - 10:47, 19 September 2024
non-negative matrix factorizations was performed by a Finnish group of researchers in the 1990s under the name positive matrix factorization. It became more...
68 KB (7,783 words) - 02:31, 2 June 2025
equivalence class of such). In the presence of pullbacks and a proper factorization system, one can define the composition of relations. The composition X ←...
7 KB (1,184 words) - 07:30, 5 March 2024
Shor's algorithm (redirect from Shor factorization algorithm)
circuits. In 2012, the factorization of 15 {\displaystyle 15} was performed with solid-state qubits. Later, in 2012, the factorization of 21 {\displaystyle...
40 KB (5,812 words) - 01:39, 10 May 2025
LU decomposition (redirect from LU-factorization)
an LDU (factorization with all diagonal entries of L and U equal to 1), then the factorization is unique. In that case, the LU factorization is also unique...
54 KB (8,617 words) - 05:31, 2 June 2025
Cholesky decomposition (redirect from Choleski factorization)
In linear algebra, the Cholesky decomposition or Cholesky factorization (pronounced /ʃəˈlɛski/ shə-LES-kee) is a decomposition of a Hermitian, positive-definite...
56 KB (8,348 words) - 18:46, 28 May 2025
Regular category (section Epi-mono factorization)
regular-epimorphisms and the monomorphisms form a factorization system. Every morphism f:X→Y can be factorized into a regular epimorphism e:X→E followed by...
9 KB (1,111 words) - 17:20, 25 February 2025
RSA numbers (category Integer factorization algorithms)
decimal digits (330 bits). Its factorization was announced on April 1, 1991, by Arjen K. Lenstra. Reportedly, the factorization took a few days using the multiple-polynomial...
63 KB (4,177 words) - 03:42, 30 May 2025
Sufficient statistic (redirect from Factorization criterion)
on one's inference about the population mean. Fisher's factorization theorem or factorization criterion provides a convenient characterization of a sufficient...
36 KB (6,717 words) - 05:13, 26 May 2025
Small object argument (category Factorization)
factorization of a morphism in a functorial way. In practice, it can be used to show some class of morphisms constitutes a weak factorization system in...
4 KB (538 words) - 01:46, 5 April 2025
In linear algebra, eigendecomposition is the factorization of a matrix into a canonical form, whereby the matrix is represented in terms of its eigenvalues...
40 KB (5,590 words) - 01:51, 27 February 2025
A decision support system (DSS) is an information system that supports business or organizational decision-making activities. DSSs serve the management...
28 KB (3,298 words) - 03:59, 6 June 2025
form of expressions: expanding products and powers, partial and full factorization, rewriting as partial fractions, constraint satisfaction, rewriting...
18 KB (1,799 words) - 08:46, 17 May 2025
Matrix decomposition (redirect from Matrix factorization)
discipline of linear algebra, a matrix decomposition or matrix factorization is a factorization of a matrix into a product of matrices. There are many different...
26 KB (3,580 words) - 22:14, 20 February 2025
mapping which is tailored to matrix factorization algorithms. The basic idea is the following. A matrix factorization model represents the user-item interactions...
29 KB (3,757 words) - 04:43, 9 December 2024
is (normal epi, mono)-factorizable; in other words, the normal epimorphisms and the monomorphisms form a factorization system for the category. This...
25 KB (3,601 words) - 16:37, 7 March 2025
algorithm, while that of model-based approaches is matrix factorization (recommender systems). A key advantage of the collaborative filtering approach...
98 KB (11,055 words) - 03:08, 5 June 2025
matching with the factorization labels in turn. Similarly add three more blocks 12CDEF, 34CDEF, and 56CDEF, replacing the factorization labels by the corresponding...
28 KB (3,894 words) - 13:04, 5 March 2025
it is a proper factorization of N. Each odd number has such a representation. Indeed, if N = c d {\displaystyle N=cd} is a factorization of N, then N =...
10 KB (1,443 words) - 23:45, 7 March 2025
Congruence of squares (category Integer factorization algorithms)
congruence commonly used in integer factorization algorithms. Given a positive integer n, Fermat's factorization method relies on finding numbers x and...
7 KB (1,066 words) - 09:50, 17 October 2024
Pollard's rho algorithm (redirect from Pollard rho Factorization Method)
Pollard's rho algorithm is an algorithm for integer factorization. It was invented by John Pollard in 1975. It uses only a small amount of space, and...
13 KB (1,755 words) - 06:12, 18 April 2025
Integer factorization is the process of determining which prime numbers divide a given positive integer. Doing this quickly has applications in cryptography...
17 KB (1,946 words) - 17:35, 6 May 2025
Wheel factorization is a method for generating a sequence of natural numbers by repeated additions, as determined by a number of the first few primes...
19 KB (2,920 words) - 18:27, 7 March 2025