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convergence of algorithm

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  • Genetic algorithm — A genetic algorithm (GA) is a search heuristic that mimics the process of natural evolution. This heuristic is routinely used to generate useful solutions to optimization and search problems. Genetic algorithms belong to the larger class of… …   Wikipedia

  • Gauss–Newton algorithm — The Gauss–Newton algorithm is a method used to solve non linear least squares problems. It can be seen as a modification of Newton s method for finding a minimum of a function. Unlike Newton s method, the Gauss–Newton algorithm can only be used… …   Wikipedia

  • Root-finding algorithm — A root finding algorithm is a numerical method, or algorithm, for finding a value x such that f(x) = 0, for a given function f. Such an x is called a root of the function f. This article is concerned with finding scalar, real or complex roots,… …   Wikipedia

  • Levenberg–Marquardt algorithm — In mathematics and computing, the Levenberg–Marquardt algorithm (LMA)[1] provides a numerical solution to the problem of minimizing a function, generally nonlinear, over a space of parameters of the function. These minimization problems arise… …   Wikipedia

  • QR algorithm — In numerical linear algebra, the QR algorithm is an eigenvalue algorithm; that is, a procedure to calculate the eigenvalues and eigenvectors of a matrix. The QR transformation was developed in 1961 by John G.F. Francis (England) and by Vera N.… …   Wikipedia

  • Expectation-maximization algorithm — An expectation maximization (EM) algorithm is used in statistics for finding maximum likelihood estimates of parameters in probabilistic models, where the model depends on unobserved latent variables. EM alternates between performing an… …   Wikipedia

  • Jenkins-Traub algorithm — The Jenkins Traub algorithm for polynomial zeros is a fast globally convergent iterative method. It has been described as practically a standard in black box polynomial root finders .Given a polynomial P ,:P(z)=sum {i=0}^na iz^{n i}, quad a… …   Wikipedia

  • Frank–Wolfe algorithm — The Frank–Wolfe algorithm, also known as the convex combination algorithm , is a classic algorithm in operations research (OR). It was originally proposed by Marguerite Frank and Phil Wolfe in 1956 as a procedure for solving quadratic programming …   Wikipedia

  • Borwein's algorithm — In mathematics, Borwein s algorithm is an algorithm devised by Jonathan and Peter Borwein to calculate the value of 1/ pi;. The most prominent and oft used one is explained under the first section.Borwein s algorithmStart out by setting: a 0 = 6… …   Wikipedia

  • Lloyd's algorithm — In computer graphics and electrical engineering, Lloyd s algorithm, also known as Voronoi iteration or relaxation, is a method for evenly distributing samples or objects, usually points.Lloyd s algorithm starts with an initial distribution of… …   Wikipedia

  • Criss-cross algorithm — This article is about an algorithm for mathematical optimization. For the naming of chemicals, see crisscross method. The criss cross algorithm visits all 8 corners of the Klee–Minty cube in the worst case. It visits 3 additional… …   Wikipedia

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