
ROME
 Referenced in 111 articles
[sw04733]
 Robust optimization made easy with ROME We introduce ROME, an algebraic modeling toolbox ... class of robust optimization problems. ROME serves as an intermediate layer between the modeler ... solver engines, allowing modelers to express robust optimization problems in a mathematically meaningful ... modeling and subsequent numerical analysis of robust optimization problems. ROME is freely distributed for academic...

ACADO
 Referenced in 72 articles
[sw04764]
 control, state and parameter estimation and robust optimization. ACADO Toolkit is implemented as selfcontained...

TOMLAB
 Referenced in 99 articles
[sw04214]
 problems. The TOMLAB optimization environment is flexible, easytouse, robust and reliable ... applied optimization problems. TOMLAB has grown out of a need for advanced, robust and reliable ... software for the solution of applied optimization problems. TOMLAB supplies Matlab solver algorithms, as well...

GradSamp
 Referenced in 118 articles
[sw05270]
 robust gradient sampling algorithm for nonsmooth, nonconvex optimization The authors describe a practical and robust...

JADE
 Referenced in 145 articles
[sw24855]
 characteristics of optimization problems. It is thus helpful to improve the robustness of the algorithm ... adaptive DE algorithms, the canonical particle swarm optimization, and other evolutionary algorithms from the literature...

ROptEst
 Referenced in 15 articles
[sw06096]
 package ROptEst: Optimally robust estimation , Optimally robust estimation in general smoothly parameterized models using...

SparseMatrix
 Referenced in 724 articles
[sw04629]
 allows for robust and repeatable experiments: robust because performance results with artificiallygenerated matrices ... that typically do not have such geometry (optimization, circuit simulation, economic and financial modeling, theoretical...

UTV
 Referenced in 263 articles
[sw05213]
 deficient covariance matrix, and we provide a robust and reliable Lanczos algorithm which  despite ... algorithms have applications in signal processing, optimization and LSI information retrieval...

RoBERTa
 Referenced in 16 articles
[sw32571]
 RoBERTa: A Robustly Optimized BERT Pretraining Approach. RoBERTa iterates on BERT’s pretraining procedure, including...

lobpcg.m
 Referenced in 144 articles
[sw24008]
 those by the much more expensive global optimization method on the same generalized block Krylov ... method show that our method is more robust and converges almost two times faster...

KNITRO
 Referenced in 196 articles
[sw00490]
 solving linear, quadratic, and nonlinear smooth optimization problems, both convex and nonconvex. It is also ... MINLP). KNITRO is highly regarded for its robustness and efficiency. KNITRO provides a wide range ... KNITRO will remain the leader in nonlinear optimization...

semml
 Referenced in 13 articles
[sw27809]
 equation model by maximum likelihood and optimal Brobust methods. A stacked ascii file ... models. This paper presents a class of robust estimators for linear and nonlinear simultaneous ... observations, and to some model misspecifications. An optimality principle ... leads to the construction of an optimal robust estimator which is the best trade...

PSwarm
 Referenced in 68 articles
[sw00742]
 global optimization) and the results confirm its competitiveness in terms of efficiency and robustness...

AdequacyModel
 Referenced in 12 articles
[sw15282]
 main application concerns to a new robust optimization package with two major contributions. The first...

KAdaptabilitySolver
 Referenced in 8 articles
[sw33898]
 KAdaptabilitySolver: kadaptabilitysolver is a numerical optimization package, written in C++, for solving ... counterparts of twostage mixedinteger robust optimization problems, based on our paper KAdaptability ... Stage MixedInteger Robust Optimization, Mathematical Programming Computation...

RobASt
 Referenced in 10 articles
[sw07538]
 packages for the computation of optimally robust estimators and tests as well as the necessary...

GPfit
 Referenced in 20 articles
[sw14044]
 genetic algorithm based approach that is robust but computationally intensive for maximizing the likelihood. This ... gradient based optimization algorithm yield optimization that is robust and typically faster than the genetic...

ROPI
 Referenced in 5 articles
[sw11092]
 Algorithms and concepts for robust optimization. In this work we consider uncertain optimizition problems where ... RecFeas and RecOpt to such a robust optimization problem, using a location theoretic point ... continuous and discrete problem applications of robust optimization: Linear programs from the Netlib benchmark ... library ROPI as a framework for robust optimization with support for most established mixedinteger...

RobLox
 Referenced in 6 articles
[sw06348]
 package RobLox: Optimally robust influence curves and estimators for location and scale , Functions ... determination of optimally robust influence curves and estimators in case of normal location and/or scale...

PolyMesher
 Referenced in 154 articles
[sw13340]
 Matlab. We present a simple and robust Matlab code for polygonal mesh generation that relies ... input needed for finite element and optimization codes that use linear convex polygons. In topology...