
LIBSVM
 Referenced in 929 articles
[sw04879]
 such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection...

KELLEY
 Referenced in 575 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 300 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 425 articles
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 iteration. For the iterative algorithms a convergence tolerance is hardcoded (in function mft_tolerance...

fminsearch
 Referenced in 221 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 336 articles
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 pointwise consistent”they are guaranteed to converge almost certainly to correct information about the true...

AUSM
 Referenced in 237 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 246 articles
[sw04343]
 whose associated monotone sequence of optimal values converges to the global optimum...

NewtonLib
 Referenced in 245 articles
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 close connection with an associated affine invariant convergence analysis. Part of these algorithms are presented...

gss
 Referenced in 238 articles
[sw06099]
 construction, smoothing parameter selection, computation, and asymptotic convergence. Most of the computational and data analytical...

CODA
 Referenced in 218 articles
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 simulations, as well as diagnostic tests of convergence to the equilibrium distribution of the Markov...

FODE
 Referenced in 197 articles
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 each other, moreover for $alpha =0.8$ the convergent order in space is confirmed...

PROST
 Referenced in 141 articles
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 dominant physical mechanism. The lack of convergence with spatial refinement, or convergence to a solution...

Adam
 Referenced in 118 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...

HOMPACK
 Referenced in 117 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 110 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...

BVPh
 Referenced in 145 articles
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 provides a convenient way to guarantee the convergence of a solution. This book consists...

JADE
 Referenced in 103 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...

CG_DESCENT
 Referenced in 96 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...

SQPlab
 Referenced in 130 articles
[sw05161]
 Newton method, the SQP algorithm converges very rapidly, meaning that it requires few iterations (hence...