• HOPSPACK

  • Referenced in 12 articles [sw04187]
  • cores). Optimization problems can be very general: functions can be noisy, nonsmooth and nonconvex, linear ... communities in mind: those who need an optimization problem solved, and those who wish...
  • LSA

  • Referenced in 4 articles [sw22887]
  • updates. Subroutine PSEN, intended for nonsmooth partially separable optimization problems, is based on partitioned variable...
  • iPiano

  • Referenced in 49 articles [sw09623]
  • iPiano: inertial proximal algorithm for nonconvex optimization. In this paper we study an algorithm ... force. It can be seen as a nonsmooth split version of the Heavy-ball method...
  • Stellar

  • Referenced in 1 article [sw23843]
  • improvement operations, including vertex smoothing by nonsmooth optimization, stellar flips and other topological transformations, vertex...
  • DFO-TRNS

  • Referenced in 2 articles [sw36995]
  • trust-region algorithm for the unconstrained optimization of nonsmooth black-box functions...
  • HANSO

  • Referenced in 15 articles [sw05271]
  • HANSO: Hybrid Algorithm for Non-Smooth Optimization A MATLAB package based on the BFGS ... unconstrained minimization: convex or nonconvex, smooth or nonsmooth, including BFGS, limited memory BFGS and gradient...
  • NDA

  • Referenced in 14 articles [sw04663]
  • 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 bundle-type methods...
  • SDMINMAX

  • Referenced in 12 articles [sw36992]
  • constrained finite minimax problems. Due to the nonsmoothness of this class of problems, standard derivative ... locate only points which satisfy weak necessary optimality conditions. In this work we define...
  • Siconos

  • Referenced in 12 articles [sw25724]
  • unilateral contact and Coulomb friction and impact (nonsmooth mechanics, contact dynamics, multibody systems dynamics ... Systems and Control (hybrid systems, differential inclusions, optimal control with state constraints), Optimization (Complementarity systems...
  • TMAC

  • Referenced in 3 articles [sw15565]
  • variety of optimization problems, which can be both smooth and nonsmooth, convex and nonconvex ... mimics how a scientist writes down an optimization algorithm. Therefore, it is easy...
  • DIRDFN

  • Referenced in 5 articles [sw36984]
  • derivatives. In this paper we consider global optimization problems where both bound and general nonlinear ... derivative-free local minimization of a nonsmooth exact penalty function. In particular, we define ... account the two-fold nature of the optimization problems, i.e. the global optimization of both...
  • Autotune

  • Referenced in 1 article [sw37882]
  • class of challenging optimization problems, whose objective functions tend to be nonsmooth, discontinuous, unpredictably varying ... called hidden constraints. Robust and efficient optimization algorithms are needed for hyperparameter tuning. In this...
  • SpaRSA

  • Referenced in 3 articles [sw20467]
  • smooth convex function and a nonsmooth, possibly nonconvex regular izer. We propose iterative methods ... each step is obtained by solving an optimization subproblem involving a quadratic term with diagonal...
  • Modulopt

  • Referenced in 1 article [sw05201]
  • optimization problems, the Modulopt collection, whose problems can be smooth or nonsmooth and are issued...
  • LambdaMF

  • Referenced in 1 article [sw17493]
  • Learning nonsmooth ranking functions in matrix factorization using lambda. This paper emphasizes optimizing ranking measures...
  • CGLS

  • Referenced in 8 articles [sw07879]
  • global & local search (CGLS) approach to global optimization. This paper presents a general approach that ... zero order stationary point is established for nonsmooth convex functions, and convergence to a first...
  • DISNEL

  • Referenced in 5 articles [sw00207]
  • packages of the same family: DISPRO (discrete optimization) and PLANER (nonlinear programming).\parIn addition ... nonlinear programs, including those that rely on nonsmooth techniques.\parThe general nonlinear program is solved...
  • MPDopt

  • Referenced in 1 article [sw23094]
  • effective tool for both offline and online optimization of control sequences for dynamic systems governed ... this versatile method to a class of nonsmooth systems in which the dynamical equation governing...
  • PNOPT

  • Referenced in 1 article [sw20469]
  • PNOPT: Proximal Newton OPTimizer. PNOPT (pronounced pee-en-opt) is a MATLAB package that uses ... convex functions: a smooth function and a nonsmooth function with a simple proximal mapping...
  • ADOL-C

  • Referenced in 242 articles [sw00019]
  • ADOL-C: Automatic Differentiation of C/C++. We present...