Fine-tuning of algorithms using Fractional Experimental Design and Local Search, Operations Research, vol.54, issue.1, pp.99-114, 2006. ,
A gender-based genetic algorithm for the automatic configuration of algorithms, Proceedings of the 15th International Conference on Principles and Practice of Constraint Programming, CP'09, pp.142-157, 2009. ,
Feature based algorithm configuration: A case study with differential evolution, PPSN XIV, vol.9921, pp.156-165, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01359539
An MILP approach for short-term hydro scheduling and unit commitment with head-dependent reservoir, IEEE Transactions on Power Systems, vol.23, issue.3, pp.1115-1124, 2008. ,
Instance-based parameter tuning for Evolutionary AI Planning, Proceedings of the 13th Annual Conference Companion on Genetic and Evolutionary Computation, GECCO '11, pp.591-598, 2011. ,
An Introduction to Support Vector Machines: And Other Kernel-based Learning Methods, 2000. ,
Pitfalls and best practices in algorithm configuration, 2017. ,
ParamILS: An automatic algorithm configuration framework, J. Artif. Int. Res, vol.36, issue.1, pp.267-306, 2009. ,
Parameter adjustment based on performance prediction: Towards an instance-aware problem solver, 2005. ,
, IBM. IBM ILOG CPLEX Optimization Studio CPLEX Parameters Reference, 2014.
Empirical decision model learning, Artif. Intell, vol.244, pp.343-367, 2017. ,
The irace package: iterated racing for automatic algorithm configuration, Operations Research Perspectives, vol.3, pp.43-58, 2016. ,
Foundations of Machine Learning, 2012. ,
Relevance estimation and value calibration of evolutionary algorithm parameters, Proceedings of the 20th International Joint Conference on Artifical Intelligence, IJCAI'07, pp.975-980, 2007. ,
Understanding Machine Learning: From Theory to Algorithms, 2014. ,
A tutorial on support vector regression, Statistics and Computing, vol.14, issue.3, pp.199-222, 2004. ,
Bias in error estimation when using cross-validation for model selection, BMC bioinformatics, vol.7, issue.91, 2006. ,