
irace
 Referenced in 142 articles
[sw08008]
 irace Package: Iterated Race for Automatic Algorithm Configuration. The irace package implements the iterated racing ... main purpose is to automatically configure optimization algorithms by finding the most appropriate settings given ... implemented in R. Keywords: automatic configuration, offline tuning, parameter tuning, racing, Frace. Relevant literature ... irace package, Iterated Race for Automatic Algorithm Configuration. Technical Report TR/IRIDIA/2011004, IRIDIA, Université libre...

Paramils
 Referenced in 87 articles
[sw00678]
 Paramils: an automatic algorithm configuration framework. The identification of performanceoptimizing parameter settings ... describe an automatic framework for this algorithm configuration problem. More formally, we provide methods ... family of localsearchbased algorithm configuration procedures and present novel techniques for accelerating them ... considerable effort. Nevertheless, using our automated algorithm configuration procedures, we achieved substantial and consistent performance...

SMAC
 Referenced in 80 articles
[sw27215]
 SMAC: Sequential Modelbased Algorithm Configuration. SMAC (sequential modelbased algorithm configuration) is a versatile...

SATenstein
 Referenced in 19 articles
[sw14233]
 solver strategies. We used an automated algorithm configuration procedure to find instantiations of SATenstein that ... previous state of the art in SLS algorithms; for many benchmark distributions, our new solvers...

JCLEC
 Referenced in 16 articles
[sw08869]
 runner is a scripting environment to run algorithms in batch mode; finally, GenLab ... user interface that allows users to configure an algorithm, to execute it interactively...

GridSim
 Referenced in 49 articles
[sw01392]
 schedulers) for design and evaluation of scheduling algorithms. It provides a comprehensive facility for creating ... processing capability, configuration, and availability. The resource brokers use scheduling algorithms or policies for mapping...

AClib
 Referenced in 7 articles
[sw31707]
 AClib: a benchmark library for algorithm configuration. The goal of AClib is to define ... standard benchmarks for algorithm configuration in order to provide a solid foundation for empirical science...

TOPCOM
 Referenced in 65 articles
[sw04867]
 oriented matroids. For example, for a point configuration one can compute the chirotope, components ... triangulations, enumerate all triangulations. The core algorithms implemented in TOPCOM are described, and implentation issues...

AutoFolio
 Referenced in 7 articles
[sw38660]
 stateoftheart algorithm configuration tools, namely SMAC [Hutter et al LION ... automatically determine a wellperforming algorithm selection approach and its hyperparameters for a given...

GenericWrapper4AC
 Referenced in 4 articles
[sw38659]
 Pitfalls and best practices in algorithm configuration. Good parameter settings are crucial to achieve high ... learning (in particular deep learning). Automated algorithm configuration methods have recently received much attention ... performance. However, practical applications of algorithm configuration are prone to several (often subtle) pitfalls...

xAct
 Referenced in 78 articles
[sw07598]
 Mathematica. xAct implements stateoftheart algorithms for fast manipulations of indices ... General Relativity. It is highly programmable and configurable. Since its first public release in March...

MOParamILS
 Referenced in 3 articles
[sw41485]
 ParamILS: A Multiobjective Automatic Algorithm Configuration Framework. Automated algorithm configuration procedures play an increasingly ... rise to the multiobjective automatic algorithm configuration problem, which involves finding a Pareto ... stateoftheart singleobjective algorithm configuration framework ParamILS, and demonstrate that it produces ... results on several challenging biobjective algorithm configuration scenarios compared to a baseline obtained...

MCTDH
 Referenced in 34 articles
[sw14837]
 stands for Multi Configuration Time Dependent Hartree. MCTDH is a general algorithm to solve...

bmds
 Referenced in 16 articles
[sw27804]
 Markov chain Monte Carlo algorithm is proposed for object configuration, along with a simple Bayesian...

SpySMAC
 Referenced in 4 articles
[sw16741]
 SpySMAC: Automated Configuration and Performance Analysis of SAT Solvers. Most modern SAT solvers expose ... consequence several automated algorithm configuration methods have been developed for this purpose. Although automatic algorithm...

Hyperband
 Referenced in 17 articles
[sw41120]
 hyperparameter optimization. Performance of machine learning algorithms depends critically on identifying a good ... approaches use Bayesian optimization to adaptively select configurations, we focus on speeding up random search ... allocated to randomly sampled configurations. We introduce a novel algorithm, Hyperband, for this framework...

AETG
 Referenced in 69 articles
[sw09715]
 system’s test scenarios. Examples are system configuration parameters, user inputs and other external events ... system. The AETG system uses new combinatorial algorithms to generate test sets that cover...

Autoref
 Referenced in 14 articles
[sw12809]
 prototyping of verified, executable algorithms. Moreover, it can be configured to finetune the result ... tool is able to automatically instantiate generic algorithms, which greatly simplifies the implementation of executable...

MSOPSII
 Referenced in 13 articles
[sw11982]
 generalpurpose multi/many objective optimisation algorithm, requiring minimal initial configuration...

KORBX
 Referenced in 56 articles
[sw04341]
 both hardware, which uses parallel processing technology configured with 256 MB of memory, and software ... KORBX linear programming software system contains four algorithms which are variations of the interior point...