COCO: The Experimental Procedure
Document type :
Pré-publication ou Document de travail
Title :
COCO: The Experimental Procedure
Author(s) :
Hansen, Nikolaus [Auteur]
Machine Learning and Optimisation [TAO]
Tušar, Tea [Auteur]
Parallel Cooperative Multi-criteria Optimization [DOLPHIN]
Mersmann, Olaf [Auteur]
Technische Universität Dortmund [Dortmund] [TU]
Auger, Anne [Auteur]
Machine Learning and Optimisation [TAO]
Brockhoff, Dimo [Auteur]
Parallel Cooperative Multi-criteria Optimization [DOLPHIN]
Machine Learning and Optimisation [TAO]
Tušar, Tea [Auteur]
Parallel Cooperative Multi-criteria Optimization [DOLPHIN]
Mersmann, Olaf [Auteur]
Technische Universität Dortmund [Dortmund] [TU]
Auger, Anne [Auteur]
Machine Learning and Optimisation [TAO]
Brockhoff, Dimo [Auteur]
Parallel Cooperative Multi-criteria Optimization [DOLPHIN]
English keyword(s) :
Black-box
Optimization
Numerical optimization
Benchmarking
Optimization
Numerical optimization
Benchmarking
HAL domain(s) :
Informatique [cs]/Réseau de neurones [cs.NE]
Informatique [cs]/Analyse numérique [cs.NA]
Informatique [cs]/Performance et fiabilité [cs.PF]
Informatique [cs]/Logiciel mathématique [cs.MS]
Informatique [cs]/Apprentissage [cs.LG]
Informatique [cs]/Analyse numérique [cs.NA]
Informatique [cs]/Performance et fiabilité [cs.PF]
Informatique [cs]/Logiciel mathématique [cs.MS]
Informatique [cs]/Apprentissage [cs.LG]
English abstract : [en]
We present a budget-free experimental setup and procedure for benchmarking numericaloptimization algorithms in a black-box scenario. This procedure can be applied with the COCO benchmarking platform. We describe initialization ...
Show more >We present a budget-free experimental setup and procedure for benchmarking numericaloptimization algorithms in a black-box scenario. This procedure can be applied with the COCO benchmarking platform. We describe initialization of and input to the algorithm and touch upon therelevance of termination and restarts.Show less >
Show more >We present a budget-free experimental setup and procedure for benchmarking numericaloptimization algorithms in a black-box scenario. This procedure can be applied with the COCO benchmarking platform. We describe initialization of and input to the algorithm and touch upon therelevance of termination and restarts.Show less >
Language :
Anglais
ANR Project :
Comment :
ArXiv e-prints, arXiv:1603.08776
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