2007 |
23 | EE | Pedro A. Castillo Valdivieso,
Juan Julián Merelo Guervós,
Maribel García Arenas,
Gustavo Romero:
Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters.
Inf. Sci. 177(14): 2884-2905 (2007) |
2006 |
22 | EE | Pedro A. Castillo Valdivieso,
Maribel García Arenas,
Juan J. Merelo Guervós,
Víctor Manuel Rivas Santos,
Gustavo Romero:
Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification.
PPSN 2006: 453-462 |
21 | EE | Pedro A. Castillo Valdivieso,
Maribel García Arenas,
Francisco Javier García Castellano,
Juan Julián Merelo Guervós,
Alberto Prieto,
Víctor M. Rivas,
Gustavo Romero:
Lamarckian Evolution and the Baldwin Effect in Evolutionary Neural Networks
CoRR abs/cs/0603004: (2006) |
2005 |
20 | EE | Gustavo Romero,
Maribel García Arenas,
Pedro A. Castillo Valdivieso,
Juan J. Merelo Guervós:
Evolutionary Design of a Brain-Computer Interface.
IWANN 2005: 669-676 |
19 | EE | Pedro A. Castillo Valdivieso,
Gustavo Romero,
Maribel García Arenas,
Juan J. Merelo Guervós,
Alberto Prieto:
Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm.
IWANN 2005: 685-692 |
2004 |
18 | EE | Pedro A. Castillo Valdivieso,
Maribel García Arenas,
Juan J. Merelo Guervós,
Gustavo Romero,
Fatima Rateb,
Alberto Prieto:
Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks.
EuroGP 2004: 240-249 |
17 | EE | Maribel García Arenas,
Pedro A. Castillo Valdivieso,
Gustavo Romero,
Fatima Rateb,
Juan Julián Merelo Guervós:
Co-evolving Multilayer Perceptrons Along Training Sets.
Fuzzy Days 2004: 503-513 |
2003 |
16 | EE | Pedro A. Castillo Valdivieso,
Maribel García Arenas,
Juan J. Merelo Guervós,
Gustavo Romero:
Cooperative Co-evolution of Multilayer Perceptrons.
IWANN (1) 2003: 358-365 |
15 | EE | Juan J. Merelo Guervós,
Pedro A. Castillo Valdivieso,
Gustavo Romero,
Maribel García Arenas:
Specifying Evolutionary Algorithms in XML.
IWANN (1) 2003: 502-509 |
14 | EE | Gustavo Romero,
Maribel García Arenas,
Pedro A. Castillo Valdivieso,
Juan J. Merelo Guervós:
Visualization of Neural Net Evolution.
IWANN (1) 2003: 534-541 |
13 | EE | Víctor Manuel Rivas Santos,
Juan J. Merelo Guervós,
Ignacio Rojas,
Gustavo Romero,
Pedro A. Castillo Valdivieso,
J. Carpio:
Evolving two-dimensional fuzzy systems.
Fuzzy Sets and Systems 138(2): 381-398 (2003) |
2002 |
12 | EE | Gustavo Romero,
Juan J. Merelo Guervós,
Pedro A. Castillo Valdivieso,
Francisco Javier García Castellano,
Maribel García Arenas:
Genetic Algorithm Visualization Using Self-organizing Maps.
PPSN 2002: 442-451 |
11 | EE | Pedro A. Castillo Valdivieso,
Maribel García Arenas,
Francisco Javier García Castellano,
Juan J. Merelo Guervós,
Víctor Manuel Rivas Santos,
Gustavo Romero:
Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP.
PPSN 2002: 676-688 |
10 | | Ignacio Rojas,
Jesús González,
Héctor Pomares,
Juan J. Merelo Guervós,
Pedro A. Castillo Valdivieso,
Gustavo Romero:
Statistical analysis of the main parameters involved in the design of a genetic algorithm.
IEEE Transactions on Systems, Man, and Cybernetics, Part C 32(1): 31-37 (2002) |
2001 |
9 | EE | Maarten Keijzer,
Juan J. Merelo Guervós,
Gustavo Romero,
Marc Schoenauer:
Evolving Objects: A General Purpose Evolutionary Computation Library.
Artificial Evolution 2001: 231-244 |
8 | EE | Gustavo Romero,
Pedro A. Castillo Valdivieso,
Juan J. Merelo Guervós,
Alberto Prieto:
Using SOM for Neural Network Visualization.
IWANN (1) 2001: 629-636 |
2000 |
7 | | Gustavo Romero,
Maribel García Arenas,
Francisco Javier García Castellano,
Pedro A. Castillo Valdivieso,
J. Carpio,
Juan J. Merelo Guervós,
Alberto Prieto,
Víctor Manuel Rivas Santos:
Evolutionary Computation Visualization: Application to G-PROP.
PPSN 2000: 902-912 |
6 | | Pedro A. Castillo Valdivieso,
J. Carpio,
Juan J. Merelo Guervós,
Alberto Prieto,
Víctor Manuel Rivas Santos,
Gustavo Romero:
Evolving Multilayer Perceptrons.
Neural Processing Letters 12(2): 115-128 (2000) |
5 | EE | Pedro A. Castillo Valdivieso,
Juan J. Merelo Guervós,
Alberto Prieto,
Víctor Manuel Rivas Santos,
Gustavo Romero:
G-Prop: Global optimization of multilayer perceptrons using GAs.
Neurocomputing 35(1-4): 149-163 (2000) |
1999 |
4 | | Pedro A. Castillo Valdivieso,
Víctor Manuel Rivas Santos,
Juan J. Merelo Guervós,
Jorge González,
Alberto Prieto,
Gustavo Romero:
G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm.
GECCO 1999: 942 |
3 | | Pedro A. Castillo Valdivieso,
Juan J. Merelo Guervós,
Jorge González,
Víctor Manuel Rivas Santos,
Gustavo Romero:
SA-Prop: Optimization of Multilayer Perceptron Parameters Using Simulated Annealing.
IWANN (1) 1999: 661-670 |
2 | | Juan J. Merelo Guervós,
Víctor Manuel Rivas Santos,
Gustavo Romero,
Pedro A. Castillo Valdivieso,
Alberto Pascual,
José María Carazo:
Improved Automatic Classification of Biological Particles from Electron-Microscopy Images Using Genetic Neural Nets.
IWANN (2) 1999: 373-382 |
1 | | Jorge González,
Juan J. Merelo Guervós,
Pedro A. Castillo Valdivieso,
Víctor Manuel Rivas Santos,
Gustavo Romero:
Optimizing Web Newspaper Layout Using Simulated Annealing.
IWANN (2) 1999: 759-768 |