2021
Benchmarking state-of-the-art symbolic regression algorithms.
Genet. Program. Evolvable Mach., 2021
2019
Symbolic regression in dynamic scenarios with gradually changing targets.
Appl. Soft Comput., 2019
Sequential Model Building in Symbolic Regression.
Proceedings of the 19th Conference Information Technologies, 2019
2017
Learning Linear Feature Space Transformations in Symbolic Regression.
CoRR, 2017
Symbolic Regression Algorithms with Built-in Linear Regression.
CoRR, 2017
Linear combinations of features as leaf nodes in symbolic regression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2015
Innovative default prediction approach.
Expert Syst. Appl., 2015
Visual data-flow framework of evolutionary computation.
Proceedings of the 2015 Conference on research in adaptive and convergent systems, 2015
Model Selection and Overfitting in Genetic Programming: Empirical Study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Symbolic Regression by Grammar-based Multi-Gene Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Dimension Selection in Axis-Parallel Brent-STEP Method for Black-Box Optimization of Separable Continuous Functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Global Line Search Algorithm Hybridized with Quadratic Interpolation and Its Extension to Separable Functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
2014
A comparative study: the effect of the perturbation vector type in the differential evolution algorithm on the accuracy of robot pose and heading estimation.
Evol. Intell., 2014
Global Robot Localization Under Noise Stress Utilizing EA Methods and Semisemantic Classification of a Known Environment.
Appl. Artif. Intell., 2014
Online Black-Box Algorithm Portfolios for Continuous Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
2012
Experimental Comparison of Six Population-Based Algorithms for Continuous Black Box Optimization.
Evol. Comput., 2012
A Comparison of Global Search Algorithms for Continuous Black Box Optimization.
Evol. Comput., 2012
Restarted Local Search Algorithms for Continuous Black Box Optimization.
Evol. Comput., 2012
JADE, an adaptive differential evolution algorithm, benchmarked on the BBOB noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Benchmarking the differential evolution with adaptive encoding on noiseless functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
Parameter-less local optimizer with linkage identification for deterministic order-k decomposable problems.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
2010
Comparison of cauchy EDA and pPOEMS algorithms on the BBOB noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Stochastic local search in continuous domains: questions to be answered when designing a novel algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Comparison of G3PCX and Rosenbrock's algorithms on the BBOB noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Comparison of cauchy EDA and G3PCX algorithms on the BBOB noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Comparison of cauchy EDA and rosenbrock's algorithms on the BBOB noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Comparison of cauchy EDA and BIPOP-CMA-ES algorithms on the BBOB noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
2009
BBOB-benchmarking the Rosenbrock's local search algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
BBOB-benchmarking two variants of the line-search algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
BBOB-benchmarking the generalized generation gap model with parent centric crossover.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
BBOB-benchmarking the DIRECT global optimization algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
BBOB-benchmarking a simple estimation of distribution algorithm with cauchy distribution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Stochastic Local Search Techniques with Unimodal Continuous Distributions: A Survey.
Proceedings of the Applications of Evolutionary Computing, 2009
2008
Preventing Premature Convergence in a Simple EDA Via Global Step Size Setting.
Proceedings of the Parallel Problem Solving from Nature, 2008
Analysis of Vestibular-Ocular Reflex by Evolutionary Framework.
Proceedings of the Artificial Neural Networks, 2008
Truncation Selection and Gaussian EDA: Bounds for Sustainable Progress in High-Dimensional Spaces.
Proceedings of the Applications of Evolutionary Computing, 2008
2007
Estimation of fitness landscape contours in EAs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
2006
A Selecto-recombinative Genetic Algorithm with Continuous Chromosome Reconfiguration.
Proceedings of the Parallel Problem Solving from Nature, 2006
2005
Real-parameter optimization using the mutation step co-evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Distribution Tree-Building Real-Valued Evolutionary Algorithm.
Proceedings of the Parallel Problem Solving from Nature, 2004