
HIFOO
 Referenced in 63 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...

GradSamp
 Referenced in 123 articles
[sw05270]
 robust gradient sampling algorithm for nonsmooth, nonconvex optimization The authors describe a practical and robust...

LDGB
 Referenced in 42 articles
[sw07134]
 memory bundle method for largescale nonsmooth optimization Many practical optimization problems involve nonsmooth (that ... hand, none of the current general nonsmooth optimization methods is efficient in largescale settings ... metric based bundle method for nonsmooth largescale optimization. In addition, we introduce ... academic test problems for largescale nonsmooth minimization. Finally, we give some encouraging results from...

DFN
 Referenced in 24 articles
[sw36998]
 linesearchbased derivativefree approach for nonsmooth constrained optimization. In this paper, we propose ... linesearchbased methods for nonsmooth constrained optimization problems when firstorder information on the problem ... constrained optimization problems where both objective function and constraints can possibly be nonsmooth. In this...

GRANSO
 Referenced in 23 articles
[sw38500]
 intended to be efficient for constrained nonsmooth optimization problems, without any special structure or assumptions ... following: smooth or nonsmooth, convex or nonconvex, and locally Lipschitz or nonlocally Lipschitz...

MPBNGC
 Referenced in 22 articles
[sw11891]
 Multiobjective proximal bundle method for nonconvex nonsmooth optimization: Fortran subroutine MPBNGC 2.0. MPBNGC...

SOI
 Referenced in 15 articles
[sw10100]
 shown to perform well on many local optimization problems, and problems with linear objective functions ... genetic algorithm, Nonsmooth Optimization by Mesh Adaptive Direct Search (NOMAD), SOMI (M”uller...

DFMO
 Referenced in 14 articles
[sw36997]
 derivativefree approach to constrained multiobjective nonsmooth optimization. In this work, we consider multiobjective optimization...

nlpdegm
 Referenced in 11 articles
[sw39175]
 dual extragradient methods for nonlinear nonsmooth PDEconstrained optimization. We study the extension ... ChambollePock primaldual algorithm to nonsmooth optimization problems involving nonlinear operators between function spaces ... optimal control problems, where convergence can be guaranteed after introducing an (arbitrary small, still nonsmooth...

BFO
 Referenced in 13 articles
[sw36962]
 variables. A directsearch derivativefree Matlab optimizer for boundconstrained problems is described, whose ... compares favorable with that of NOMAD (Nonsmooth Optimization by Mesh Adaptive Direct Search), a well...

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

NSO
 Referenced in 8 articles
[sw05272]
 Nonsmooth optimization (NSO) refers to the general problem of minimizing (or maximizing) functions that ... regularity assumptions upon the functions to be optimized, it can not be directly utilized. However ... functions involved in practical applications are often nonsmooth. That is, they are not necessarily differentiable ... introduce the basic concepts of nonsmooth analysis and optimization...

NESUN
 Referenced in 43 articles
[sw28733]
 smooth optimization problems, sometimes can be achieved even on nonsmooth problem instances...

PNEW
 Referenced in 77 articles
[sw06157]
 linear constraints. Subroutine PMIN, intended for minimax optimization, is based on a sequential quadratic programming ... Subroutines PBUN and PNEW, intended for general nonsmooth problems, are based on bundletype methods...

CARTopt
 Referenced in 4 articles
[sw08364]
 CARTopt: a random search method for nonsmooth unconstrained optimization ... random search algorithm for unconstrained local nonsmooth optimization is described. The algorithm forms a partition ... phases provides an effective method for nonsmooth optimization. The sequence of iterates...

NSOLIB
 Referenced in 4 articles
[sw07874]
 Fortran subroutine library for nonsmooth and nonconvex optimization problems with single or multiple objective functions ... simple bounds for variables, linear, nonlinear or nonsmooth constraints, or all of them ... contain efficient codes for nonsmooth optimization...

GANSO
 Referenced in 6 articles
[sw00319]
 modern methods of global and nonsmooth continuous optimization, based on the ideas of A. Rubinov...

LiPsMin
 Referenced in 3 articles
[sw26236]
 caused by abs(), min(), and max(). The optimization method generates successively piecewise linearizations ... embedded in the nonsmooth solver LiPsMin. Finally, minimax problems from robust optimization are considered. Numerical ... comparison of LiPsMin with other nonsmooth optimization methods are discussed...

FOPID
 Referenced in 3 articles
[sw20912]
 margin. A novel approach based on nonsmooth optimization techniques is used. Two types of controllers...

qLearn
 Referenced in 20 articles
[sw11117]
 optimal dynamic treatment regime from data is Qlearning which involves nonsmooth operations ... data. This nonsmoothness causes standard asymptotic approaches for inference like the bootstrap or Taylor series ... confidence intervals for the parameters indexing the optimal dynamic regime. We propose an adaptive choice...