
LIBSVM
 Referenced in 1101 articles
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 such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection...

KELLEY
 Referenced in 610 articles
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 first part. Chapter 2 studies the local convergence of Newton’s method, inexact Newton methods ... region methods, which are used to globalize convergence, i.e., remove the restriction that the starting ... studied in chapter 4. A local convergence analysis is provided and implementation details are discussed...

glasso
 Referenced in 399 articles
[sw07432]
 different values of the tuning parameter. Convergence of glasso can be tricky; the converged precision ... estimated covariance, and occasionally it fails to converge with warm starts. In this paper...

mftoolbox
 Referenced in 511 articles
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 iteration. For the iterative algorithms a convergence tolerance is hardcoded (in function mft_tolerance...

fminsearch
 Referenced in 258 articles
[sw07467]
 Convergence properties of the NelderMead simplex method in low dimensions The NelderMead simplex ... NelderMead algorithm. This paper presents convergence properties of the NelderMead algorithm applied ... dimensions 1 and 2. We prove convergence to a minimizer for dimension 1, and various ... limited convergence results for dimension 2. A counterexample of McKinnon gives a family of strictly...

Adam
 Referenced in 345 articles
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 discussed. We also analyze the theoretical convergence properties of the algorithm and provide a regret ... bound on the convergence rate that is comparable to the best known results under...

TETRAD
 Referenced in 395 articles
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 pointwise consistent”they are guaranteed to converge almost certainly to correct information about the true...

AUSM
 Referenced in 270 articles
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 previous schemes in robustness and accuracy. The convergence rate is shown to be independent ... time derivative term, albeit a different convergence history may occur. Moreover, the new scheme...

GloptiPoly
 Referenced in 301 articles
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 whose associated monotone sequence of optimal values converges to the global optimum...

CODA
 Referenced in 294 articles
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 simulations, as well as diagnostic tests of convergence to the equilibrium distribution of the Markov...

gss
 Referenced in 277 articles
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 construction, smoothing parameter selection, computation, and asymptotic convergence. Most of the computational and data analytical...

NewtonLib
 Referenced in 273 articles
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 close connection with an associated affine invariant convergence analysis. Part of these algorithms are presented...

FODE
 Referenced in 258 articles
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 each other, moreover for $alpha =0.8$ the convergent order in space is confirmed...

PROST
 Referenced in 149 articles
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 dominant physical mechanism. The lack of convergence with spatial refinement, or convergence to a solution...

BVPh
 Referenced in 181 articles
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 provides a convenient way to guarantee the convergence of a solution. This book consists...

JADE
 Referenced in 129 articles
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 operations diversify the population and improve the convergence performance. The parameter adaptation automatically updates ... algorithms from the literature in terms of convergence performance for a set of 20 benchmark...

lobpcg.m
 Referenced in 126 articles
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 problems in terms of the speed of convergence, costs of every iteration, and memory requirements ... that our method is more robust and converges almost two times faster...

CG_DESCENT
 Referenced in 121 articles
[sw04813]
 which is globally convergent whenever the line search fulfills the Wolfe conditions. This article studies ... convergence behavior of the algorithm; extensive numerical tests and comparisons with other methods for large...

HOMPACK
 Referenced in 121 articles
[sw05324]
 HOMPACK: A suite of codes for globally convergent homotopy algorithms. There are algorithms for finding ... nonlinear systems of equations that are globally convergent for almost all starting points, i.e., with...

SQPlab
 Referenced in 155 articles
[sw05161]
 Newton method, the SQP algorithm converges very rapidly, meaning that it requires few iterations (hence...