• 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 quasi-Newton 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 limited-memory quasi-Newton 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 Newton-Armijo 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 semi-smooth Newton-CG augmented Lagrangian method. Important note: this...
  • PNOPT

  • Referenced in 1 article [sw20469]
  • composite functions. We generalize Newton-type 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 Newton-type methods inherit ... desirable convergence behavior of Newton-type methods for minimizing smooth functions, even when search directions...
  • scam

  • Referenced in 5 articles [sw15787]
  • Newton-Raphson 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 Poisson-Boltzmann 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...
  • ADMM-Softmax

  • 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 small-scale smooth, convex problems, and a trivial dual variable ... preconditioner, and the separability in the smooth, convex problem can be easily parallelized across examples ... Newton-Krylov, a quasi Newton, and a stochastic gradient descent method...
  • GlobiPack

  • Referenced in 0 articles [sw10743]
  • with Newton and Quasi-Newton 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 variable-storage 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 object-oriented library of...
  • CASA

  • Referenced in 96 articles [sw00108]
  • CASA is a special-purpose 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...