• GradSamp

  • Referenced in 121 articles [sw05270]
  • robust gradient sampling algorithm for nonsmooth, nonconvex optimization The authors describe a practical and robust ... even locally Lipschitz. The only request formulated is that the gradient of the function...
  • GRANSO

  • Referenced in 23 articles [sw38500]
  • GRANSO: GRadient-based Algorithm for Non-Smooth Optimization. GRANSO is an optimization package implemented ... nonsmooth, convex or nonconvex, and locally Lipschitz or non-locally Lipschitz...
  • ADD-OPT

  • Referenced in 3 articles [sw25783]
  • strongly-convex, objective functions with globally Lipschitz-continuous gradients, where k is the number...
  • BEDFix

  • Referenced in 9 articles [sw04469]
  • than the simple iteration method, when the Lipschitz constant is less than but close ... methods that require gradient information; also, it handles functions with minimum Lipschitz constants equal...
  • NeNMF

  • Referenced in 34 articles [sw17586]
  • aforementioned problems. It applies Nesterov’s optimal gradient method to alternatively optimize one factor with ... step size is determined by the Lipschitz constant. Since NeNMF does not use the time...
  • TIGRA

  • Referenced in 40 articles [sw02333]
  • posed problems is presented. The TIGRA (Tikhonov-gradient method) algorithm proposed uses steepest descent iterations ... twice continuous Fréchet differentiable with a Lipschitz-continuous first derivative and obvious source conditions...
  • MBT-optimizer

  • Referenced in 2 articles [sw41981]
  • class of functions whose gradient is globally Lipschitz continuous. As such, it is not actually ... sequence constructed from the Backtracking gradient descent algorithm. (1) Either limn→∞||zn||=∞ or limn...
  • NESVM

  • Referenced in 6 articles [sw08753]
  • historical gradients are combined to determine the descent direction, while the Lipschitz constant determines...
  • ADOL-C

  • Referenced in 257 articles [sw00019]
  • ADOL-C: Automatic Differentiation of C/C++. We present...
  • CGAL

  • Referenced in 402 articles [sw00118]
  • The goal of the CGAL Open Source Project...
  • GLOPT

  • Referenced in 19 articles [sw00359]
  • GLOPT is a Fortran 77 program for global...
  • Gmsh

  • Referenced in 783 articles [sw00366]
  • Gmsh is a 3D finite element grid generator...
  • LANCELOT

  • Referenced in 310 articles [sw00500]
  • LANCELOT. A Fortran package for large-scale nonlinear...
  • LGO

  • Referenced in 100 articles [sw00516]
  • The program system LGO serves to solve global...
  • Macaulay2

  • Referenced in 1958 articles [sw00537]
  • Macaulay2 is a software system devoted to supporting...
  • Maple

  • Referenced in 5403 articles [sw00545]
  • The result of over 30 years of cutting...
  • Mathematica

  • Referenced in 6445 articles [sw00554]
  • Almost any workflow involves computing results, and that...
  • Matlab

  • Referenced in 13702 articles [sw00558]
  • MATLAB® is a high-level language and interactive...
  • R

  • Referenced in 10196 articles [sw00771]
  • R is a language and environment for statistical...