
LIBSVM
 Referenced in 1044 articles
[sw04879]
 such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection...

KELLEY
 Referenced in 589 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 347 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 462 articles
[sw23743]
 iteration. For the iterative algorithms a convergence tolerance is hardcoded (in function mft_tolerance...

fminsearch
 Referenced in 239 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 362 articles
[sw12177]
 pointwise consistent”they are guaranteed to converge almost certainly to correct information about the true...

AUSM
 Referenced in 246 articles
[sw06367]
 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 285 articles
[sw04343]
 whose associated monotone sequence of optimal values converges to the global optimum...

NewtonLib
 Referenced in 261 articles
[sw04796]
 close connection with an associated affine invariant convergence analysis. Part of these algorithms are presented...

Adam
 Referenced in 187 articles
[sw22205]
 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...

CODA
 Referenced in 254 articles
[sw04290]
 simulations, as well as diagnostic tests of convergence to the equilibrium distribution of the Markov...

gss
 Referenced in 252 articles
[sw06099]
 construction, smoothing parameter selection, computation, and asymptotic convergence. Most of the computational and data analytical...

FODE
 Referenced in 217 articles
[sw08377]
 each other, moreover for $alpha =0.8$ the convergent order in space is confirmed...

PROST
 Referenced in 144 articles
[sw12822]
 dominant physical mechanism. The lack of convergence with spatial refinement, or convergence to a solution...

HOMPACK
 Referenced in 119 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...

BVPh
 Referenced in 164 articles
[sw06575]
 provides a convenient way to guarantee the convergence of a solution. This book consists...

lobpcg.m
 Referenced in 115 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...

JADE
 Referenced in 111 articles
[sw24855]
 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...

SQPlab
 Referenced in 140 articles
[sw05161]
 Newton method, the SQP algorithm converges very rapidly, meaning that it requires few iterations (hence...

CG_DESCENT
 Referenced in 100 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...