
KELLEY
 Referenced in 610 articles
[sw04829]
 devoted to the optimization of smooth functions. The methods studied in this first part rely ... methods discussed in the first part. Chapter 2 studies the local convergence of Newton ... implementation details are discussed. Other quasiNewton methods are sketched. The last chapter ... treatment of both, optimization methods for smooth and for noisy functions is a unique feature...

SNOPT
 Referenced in 518 articles
[sw02300]
 methods have proved highly effective for solving constrained optimization problems with smooth nonlinear functions ... discuss an SQP algorithm that uses a smooth augmented Lagrangian merit function and makes explicit ... based on a limitedmemory quasiNewton approximation to the Hessian of the Lagrangian...

SSVM
 Referenced in 60 articles
[sw12678]
 smooth support vector machine for classification. Smoothing methods, extensively used for solving important mathematical programming ... here to generate and solve an unconstrained smooth reformulation of the support vector machine ... such reformulation a Smooth Support Vector Machine (SSVM). A fast NewtonArmijo algorithm for solving ... highest compared with four other methods as well as the fastest. On larger problems, SSVM...

SDPNAL
 Referenced in 6 articles
[sw10391]
 based on a semismooth NewtonCG augmented Lagrangian method. Important note: this...

PNOPT
 Referenced in 1 article
[sw20469]
 composite functions. We generalize Newtontype methods for minimizing smooth functions to handle ... convex functions: a smooth function and a nonsmooth function with a simple proximal mapping ... show that the resulting proximal Newtontype methods inherit ... desirable convergence behavior of Newtontype methods for minimizing smooth functions, even when search directions...

scam
 Referenced in 5 articles
[sw15787]
 NewtonRaphson method is used to fit a model with multiple smoothing parameter selection...

DiSCO
 Referenced in 11 articles
[sw28439]
 inexact Newton steps are computed by a distributed preconditioned conjugate gradient method. We analyze ... logistic regression and binary classification with a smoothed hinge loss. In a standard setting...

TINKER
 Referenced in 10 articles
[sw04095]
 APBS for PoissonBoltzmann calculations, efficient truncated Newton (TNCG) local optimization, surface areas and volumes ... neighbor lists and splined spherical energy cutoff methods, particle mesh Ewald (PME) summation for partial ... sampling than standard methods, Elber’s reaction path algorithm, our potential smoothing and search...

ADMMSoftmax
 Referenced in 1 article
[sw32744]
 solving multinomial logistic regression (MLR) problems. Our method is geared toward supervised classification tasks with ... problem, a set of independent smallscale smooth, convex problems, and a trivial dual variable ... preconditioner, and the separability in the smooth, convex problem can be easily parallelized across examples ... NewtonKrylov, a quasi Newton, and a stochastic gradient descent method...

GlobiPack
 Referenced in 0 articles
[sw10743]
 with Newton and QuasiNewton optimization and nonlinear equation solver methods. These are standard published ... methods. This software is generic to any mathematical optimization problem where smooth derivatives exist. There...

ANSYS
 Referenced in 662 articles
[sw00044]
 ANSYS offers a comprehensive software suite that spans...

BARON
 Referenced in 316 articles
[sw00066]
 BARON is a computational system for solving nonconvex...

BBVSCG
 Referenced in 6 articles
[sw00069]
 BBVSCG  A variablestorage algorithm for function minimization...

BoomerAMG
 Referenced in 165 articles
[sw00086]
 BoomerAMG: A parallel algebraic multigrid solver and preconditioner...

BPOLY
 Referenced in 13 articles
[sw00089]
 Algorithm 812: BPOLY: An objectoriented library of...

CASA
 Referenced in 96 articles
[sw00108]
 CASA is a specialpurpose system for computational...

CGAL
 Referenced in 360 articles
[sw00118]
 The goal of the CGAL Open Source Project...

CoCoA
 Referenced in 631 articles
[sw00143]
 CoCoA is a system for Computations in Commutative...

Coq
 Referenced in 1807 articles
[sw00161]
 Coq is a formal proof management system. It...

CSDP
 Referenced in 200 articles
[sw00169]
 CSDP, A C Library for Semidefinite Programming. This...