
PNEW
 Referenced in 64 articles
[sw06157]
 Subroutines PBUN and PNEW, intended for general nonsmooth problems, are based on bundletype methods ... Subroutine PVAR is based on special nonsmooth variable metric methods. Besides the description of methods...

GradSamp
 Referenced in 89 articles
[sw05270]
 robust gradient sampling algorithm for nonsmooth, nonconvex optimization The authors describe a practical and robust...

HIFOO
 Referenced in 51 articles
[sw05188]
 linear systems is a difficult, nonconvex, nonsmooth optimization problem when the order of the controller ... depends on a hybrid algorithm for nonsmooth, nonconvex optimization based on quasiNewton updating...

LDGB
 Referenced in 31 articles
[sw07134]
 limited memory bundle method for largescale nonsmooth optimization Many practical optimization problems involve nonsmooth ... lead to a failure due to the nonsmooth nature of the problem. On the other ... hand, none of the current general nonsmooth optimization methods is efficient in largescale settings ... memory variable metric based bundle method for nonsmooth largescale optimization. In addition, we introduce...

OrthoMADS
 Referenced in 42 articles
[sw07713]
 quite good for both smooth and nonsmooth and constrained and unconstrained problems considered here...

iPiano
 Referenced in 39 articles
[sw09623]
 force. It can be seen as a nonsmooth split version of the Heavyball method...

SIMEM3 Renault
 Referenced in 37 articles
[sw04243]
 algorithm. A convergence theorem is proved using nonsmooth analysis. Several numerical results illustrate the behaviour...

NESUN
 Referenced in 26 articles
[sw28733]
 problems, sometimes can be achieved even on nonsmooth problem instances...

MPBNGC
 Referenced in 18 articles
[sw11891]
 Multiobjective proximal bundle method for nonconvex nonsmooth optimization: Fortran subroutine MPBNGC 2.0. MPBNGC ... multiobjective proximal bundle method for nonconvex, nonsmooth (nondifferentiable) and generally constrained minimization. The software...

PDDECONT
 Referenced in 24 articles
[sw08419]
 highdimensional traffic model, a (regularized) nonsmooth model for chattering, and the classical MackeyGlass...

NDA
 Referenced in 14 articles
[sw04663]
 Subroutines PBUN and PNEW, intended for general nonsmooth problems, are based on bundletype methods ... Subroutine PVAR is based on special nonsmooth variable metric methods. Besides the description of methods...

qLearn
 Referenced in 14 articles
[sw11117]
 from data is Qlearning which involves nonsmooth operations of the data. This nonsmoothness causes...

PBNCGC
 Referenced in 18 articles
[sw06156]
 multiobjective proximal bundle method for nonconvex, nonsmooth (nondifferentiable) and generally constrained minimization. The software...

QSM
 Referenced in 17 articles
[sw06161]
 implementation of the quasisecant method for nonsmooth possibly nonconvex minimization. The user can employ...

NSO
 Referenced in 8 articles
[sw05272]
 Nonsmooth optimization (NSO) refers to the general problem of minimizing (or maximizing) functions that ... functions involved in practical applications are often nonsmooth. That is, they are not necessarily differentiable ... briefly introduce the basic concepts of nonsmooth analysis and optimization...

Siconos
 Referenced in 8 articles
[sw25724]
 software primarily targeted at modeling and simulating nonsmooth dynamical systems in C++ and in Python ... unilateral contact and Coulomb friction and impact (nonsmooth mechanics, contact dynamics, multibody systems dynamics...

HOPSPACK
 Referenced in 10 articles
[sw04187]
 very general: functions can be noisy, nonsmooth and nonconvex, linear and nonlinear constraints are supported...

HANSO
 Referenced in 9 articles
[sw05271]
 unconstrained minimization: convex or nonconvex, smooth or nonsmooth, including BFGS, limited memory BFGS and gradient...

EMP
 Referenced in 8 articles
[sw01086]
 data fitting, minmax programming, multicriteria optimization, nonsmooth optimization, quadratic programming, or linear programming, subject...

BEDFix
 Referenced in 8 articles
[sw04469]
 this worstcase bound. BEDFix works for nonsmooth continuous functions, unlike methods that require gradient...