Advances in Hybrid Evolutionary Computation for Continuous Optimization

Santiago Muelas Pascual
Facultad de Informática (UPM)

2011
An analysis of a hybrid evolutionary algorithm by means of its phylogenetic information

Santiago Muelas , Jose-Maria Pena , Antonio Latorre
world automation congress 1 -6

2010
A direct optimization approach to the P300 speller

Roberto Santana , Santiago Muelas , Antonio LaTorre , Jose M. Peña
Proceedings of the 13th annual conference on Genetic and evolutionary computation - GECCO '11 1747 -1754

3
2011
Learning hybridization strategies in evolutionary algorithms

Antonio LaTorre , José-María Peña , Santiago Muelas , Alex A Freitas
intelligent data analysis 14 ( 3) 333 -354

10
2010
A new methodology for the automatic creation of adaptive hybrid algorithms

Santiago Muelas , Antonio LaTorre , Jose-Maria Pena
intelligent data analysis 16 ( 1) 3 -23

2
2012
A Memetic Differential Evolution Algorithm for Continuous Optimization

Santiago Muelas , Antonio La Torre , Jose-Maria Pena
intelligent systems design and applications 1080 -1084

35
2009
A new initialization procedure for the distributed estimation of distribution algorithms

Santiago Muelas , Jose-Maria Pena , Antonio LaTorre , Victor Robles
Soft Computing 15 ( 4) 713 -720

8
2010
A MOS-based dynamic memetic differential evolution algorithm for continuous optimization: a scalability test

Antonio LaTorre , Santiago Muelas , José-María Peña ,
Soft Computing 15 ( 11) 2187 -2199

124
2011
3D segmentations of neuronal nuclei from confocal microscope image stacks.

Antonio LaTorre , Lidia Alonso-Nanclares , Santiago Muelas , José-María Peña
Frontiers in Neuroanatomy 7 49 -49

16
2013
Evaluating the Multiple Offspring Sampling framework on complex continuous optimization functions

Antonio LaTorre , Santiago Muelas , José-María Peña ,
Memetic Computing 5 ( 4) 295 -309

6
2013
Distributed Estimation of Distribution Algorithms for continuous optimization: How does the exchanged information influence their behavior?

Santiago Muelas , Alexander Mendiburu , Antonio LaTorre , José-María Peña
Information Sciences 268 231 -254

19
2014
A comprehensive comparison of large scale global optimizers

Antonio LaTorre , Santiago Muelas , José-María Peña ,
Information Sciences 316 517 -549

80
2015
Hybrid evolutionary algorithms for large scale continuous problems

Antonio LaTorre , José María Peña , Santiago Muelas , Manuel Zaforas
Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 1863 -1864

6
2009
A variable neighborhood search algorithm for the optimization of a dial-a-ride problem in a large city

Santiago Muelas , Antonio LaTorre , José-María Peña ,
Expert Systems With Applications 40 ( 14) 5516 -5531

52
2013
Large scale global optimization: Experimental results with MOS-based hybrid algorithms

Antonio LaTorre , Santiago Muelas , Jose-Maria Pena
congress on evolutionary computation 2742 -2749

125
2013
Benchmarking a hybrid DE-RHC algorithm on real world problems

Antonio LaTorre , Santiago Muelas , Jose-Maria Pena
congress on evolutionary computation 1027 -1033

23
2011
A differential evolution algorithm for the detection of synaptic vesicles

Antonio LaTorre , Santiago Muelas , Jose-Maria Pena , Roberto Santana
congress on evolutionary computation 1687 -1694

2
2011
Multiple Offspring Sampling in Large Scale Global Optimization

Antonio LaTorre , Santiago Muelas , Jose-Maria Pena
congress on evolutionary computation 1 -8

68
2012
Comparative Study of Metaheuristics for the Curve-Fitting Problem: Modeling Neurotransmitter Diffusion and Synaptic Receptor Activation

Jesús Montes , Antonio LaTorre , Santiago Muelas , Ángel Merchán-Pérez
Abstract and Applied Analysis 2015 1 -16

2015
Automatically modeling hybrid evolutionary algorithms from past executions

Santiago Muelas , José-María Peña , Antonio LaTorre ,
european conference on applications of evolutionary computation 422 -431

2010