
LIBSVM
 Referenced in 1088 articles
[sw04879]
 such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection...

KELLEY
 Referenced in 600 articles
[sw04829]
 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 384 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 485 articles
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 iteration. For the iterative algorithms a convergence tolerance is hardcoded (in function mft_tolerance...

fminsearch
 Referenced in 253 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...

TETRAD
 Referenced in 386 articles
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 pointwise consistent”they are guaranteed to converge almost certainly to correct information about the true...

Adam
 Referenced in 273 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...

AUSM
 Referenced in 256 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 293 articles
[sw04343]
 whose associated monotone sequence of optimal values converges to the global optimum...

CODA
 Referenced in 281 articles
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 simulations, as well as diagnostic tests of convergence to the equilibrium distribution of the Markov...

gss
 Referenced in 273 articles
[sw06099]
 construction, smoothing parameter selection, computation, and asymptotic convergence. Most of the computational and data analytical...

NewtonLib
 Referenced in 265 articles
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 close connection with an associated affine invariant convergence analysis. Part of these algorithms are presented...

FODE
 Referenced in 245 articles
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 each other, moreover for $alpha =0.8$ the convergent order in space is confirmed...

PROST
 Referenced in 146 articles
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 dominant physical mechanism. The lack of convergence with spatial refinement, or convergence to a solution...

BVPh
 Referenced in 177 articles
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 provides a convenient way to guarantee the convergence of a solution. This book consists...

JADE
 Referenced in 125 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...

HOMPACK
 Referenced in 120 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...

lobpcg.m
 Referenced in 120 articles
[sw24008]
 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...

SQPlab
 Referenced in 151 articles
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 Newton method, the SQP algorithm converges very rapidly, meaning that it requires few iterations (hence...

CG_DESCENT
 Referenced in 105 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...