G-Prop-II: global optimization of multilayer perceptrons using GAs. - Pedro A. Castillo; Víctor M. Rivas; Juan Julián Merelo; J. Gonzalez; Alberto Prieto; Gustavo Romero (CEC, 1999)

G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm. - Pedro Ángel Castillo Valdivieso; Víctor Manuel Rivas Santos; Juan Julián Merelo Guervós; Jesús González 001; Alberto Prieto; Gustavo Romero (GECCO, 1999)

SA-Prop: Optimization of Multilayer Perceptron Parameters Using Simulated Annealing. - Pedro Ángel Castillo Valdivieso; Juan Julián Merelo Guervós; Jesús González 001; Víctor Manuel Rivas Santos; Gustavo Romero (IWANN (1), 1999)

Optimizing Web Newspaper Layout Using Simulated Annealing. - Jesús González 001; Juan Julián Merelo Guervós; Pedro Ángel Castillo Valdivieso; Víctor Manuel Rivas Santos; Gustavo Romero (IWANN (2), 1999)

Improved Automatic Classification of Biological Particles from Electron-Microscopy Images Using Genetic Neural Nets. - Juan Julián Merelo Guervós; Víctor Manuel Rivas Santos; Gustavo Romero; Pedro Ángel Castillo Valdivieso; Alberto Pascual; José María Carazo (IWANN (2), 1999)

Evolutionary Computation Visualization: Application to G-PROP. - Gustavo Romero; Maribel García Arenas; Francisco Javier García Castellano; Pedro Ángel Castillo Valdivieso; J. Carpio; Juan Julián Merelo Guervós; Alberto Prieto; Víctor Manuel Rivas Santos (PPSN, 2000)

G-Prop: Global optimization of multilayer perceptrons using GAs. - Pedro Ángel Castillo Valdivieso; Juan Julián Merelo Guervós; Alberto Prieto; Víctor Manuel Rivas Santos; Gustavo Romero (Neurocomputing, 2000)

Evolving Multilayer Perceptrons. - Pedro Ángel Castillo Valdivieso; J. Carpio; Juan Julián Merelo Guervós; Alberto Prieto; Víctor Manuel Rivas Santos; Gustavo Romero (Neural Process. Lett., 2000)

Evolving Objects: A General Purpose Evolutionary Computation Library. - Maarten Keijzer; Juan Julián Merelo Guervós; Gustavo Romero; Marc Schoenauer (Artificial Evolution, 2001)

Using SOM for Neural Network Visualization. - Gustavo Romero; Pedro Ángel Castillo Valdivieso; Juan Julián Merelo Guervós; Alberto Prieto (IWANN (1), 2001)

Genetic Algorithm Visualization Using Self-organizing Maps. - Gustavo Romero; Juan Julián Merelo Guervós; Pedro Ángel Castillo Valdivieso; Francisco Javier García Castellano; Maribel García Arenas (PPSN, 2002)

Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP. - Pedro Ángel Castillo Valdivieso; Maribel García Arenas; Francisco Javier García Castellano; Juan Julián Merelo Guervós; Víctor Manuel Rivas Santos; Gustavo Romero (PPSN, 2002)

Statistical analysis of the parameters of a neuro-genetic algorithm. - Pedro Ángel Castillo Valdivieso; Juan Julián Merelo Guervós; Alberto Prieto; Ignacio Rojas; Gustavo Romero (IEEE Trans. Neural Networks, 2002)

Statistical analysis of the main parameters involved in the design of a genetic algorithm. - Ignacio Rojas; Jesús González 001; Héctor Pomares; Juan Julián Merelo Guervós; Pedro Ángel Castillo Valdivieso; Gustavo Romero (IEEE Trans. Syst. Man Cybern. Part C, 2002)

Specifying Evolutionary Algorithms in XML. - Juan Julián Merelo Guervós; Pedro Ángel Castillo Valdivieso; Gustavo Romero; Maribel García Arenas (IWANN (1), 2003)

Visualization of Neural Net Evolution. - Gustavo Romero; Maribel García Arenas; Pedro Ángel Castillo Valdivieso; Juan Julián Merelo Guervós (IWANN (1), 2003)

Cooperative Co-evolution of Multilayer Perceptrons. - Pedro Ángel Castillo Valdivieso; Maribel García Arenas; Juan Julián Merelo Guervós; Gustavo Romero (IWANN (1), 2003)

Evolving two-dimensional fuzzy systems. - Víctor Manuel Rivas Santos; Juan Julián Merelo Guervós; Ignacio Rojas; Gustavo Romero; Pedro Ángel Castillo Valdivieso; J. Carpio (Fuzzy Sets Syst., 2003)

Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks. - Pedro Ángel Castillo Valdivieso; Maribel García Arenas; Juan Julián Merelo Guervós; Gustavo Romero; Fatima Rateb; Alberto Prieto (EuroGP, 2004)

Co-evolving Multilayer Perceptrons Along Training Sets. - Maribel García Arenas; Pedro Ángel Castillo Valdivieso; Gustavo Romero; Fatima Rateb; Juan Julián Merelo Guervós (Fuzzy Days, 2004)

Evolutionary Design of a Brain-Computer Interface. - Gustavo Romero; Maribel García Arenas; Pedro Ángel Castillo Valdivieso; Juan Julián Merelo Guervós (IWANN, 2005)

Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm. - Pedro Ángel Castillo Valdivieso; Gustavo Romero; Maribel García Arenas; Juan Julián Merelo Guervós; Alberto Prieto (IWANN, 2005)

Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification. - Pedro Ángel Castillo Valdivieso; Maribel García Arenas; Juan Julián Merelo Guervós; Víctor Manuel Rivas Santos; Gustavo Romero (PPSN, 2006)

Lamarckian Evolution and the Baldwin Effect in Evolutionary Neural Networks - Pedro Ángel Castillo Valdivieso; Maribel García Arenas; Francisco Javier García Castellano; Juan Julián Merelo Guervós; Alberto Prieto; Víctor M. Rivas; Gustavo Romero (CoRR, 2006)

Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters. - Pedro Ángel Castillo Valdivieso; Juan Julián Merelo Guervós; Maribel García Arenas; Gustavo Romero (Inf. Sci., 2007)

Assessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms. - Maribel García Arenas; Juan Julián Merelo Guervós; Antonio Miguel Mora; Pedro A. Castillo; Gustavo Romero; Juan Luis Jiménez Laredo (IEEE Congress on Evolutionary Computation, 2011)

Using free cloud storage services for distributed evolutionary algorithms. - Maribel García Arenas; Juan Julián Merelo Guervós; Pedro A. Castillo; Juan Luis Jiménez Laredo; Gustavo Romero; Antonio Miguel Mora (GECCO, 2011)

GPU Computation in Bioinspired Algorithms: A Review. - Maribel García Arenas; Antonio Miguel Mora; Gustavo Romero; Pedro A. Castillo (IWANN (1), 2011)

Implementation Matters: Programming Best Practices for Evolutionary Algorithms. - Juan Julián Merelo Guervós; Gustavo Romero; Maribel García Arenas; Pedro A. Castillo; Antonio Miguel Mora; Juan Luis Jiménez Laredo (IWANN (2), 2011)

A Study of Parallel Approaches in MOACOs for Solving the Bicriteria TSP. - Antonio Miguel Mora; Juan Julián Merelo Guervós; Pedro A. Castillo; Maribel García Arenas; Pablo García-Sánchez; Juan Luis Jiménez Laredo; Gustavo Romero (IWANN (2), 2011)

Online vs. Offline ANOVA Use on Evolutionary Algorithms. - Gustavo Romero; Maribel García Arenas; Pedro A. Castillo; Juan Julián Merelo Guervós; Antonio Miguel Mora (IWANN (2), 2011)

Cloud-based Evolutionary Parallel Computation Using Low Cost Storage Services. - Maribel García Arenas; Juan Julián Merelo Guervós; Pedro A. Castillo; Gustavo Romero; Juan Luis Jiménez Laredo; Antonio Miguel Mora (NCCA, 2011)

Distributed Evolutionary Computation using REST - Pedro A. Castillo; Maribel García Arenas; Antonio Miguel Mora; Juan Luis Jiménez Laredo; Gustavo Romero; Víctor M. Rivas; Juan Julián Merelo Guervós (CoRR, 2011)

Cloud-based Evolutionary Algorithms: An algorithmic study - Juan Julián Merelo Guervós; Maribel García Arenas; Antonio Miguel Mora; Pedro A. Castillo; Gustavo Romero; Juan Luis Jiménez Laredo (CoRR, 2011)

Developing services in a service oriented architecture for evolutionary algorithms. - Pablo García-Sánchez; María Isabel García Arenas; Antonio Miguel Mora; Pedro A. Castillo; Carlos M. Fernandes 001; Paloma de las Cuevas; Gustavo Romero; Jesús González 001; Juan Julián Merelo Guervós (GECCO (Companion), 2013)

An Object-Oriented Library in JavaScript to Build Modular and Flexible Cross-Platform Evolutionary Algorithms. - Víctor Manuel Rivas Santos; Juan Julián Merelo Guervós; Gustavo Romero López; Maribel García Arenas; Antonio Miguel Mora (EvoApplications, 2014)

An Overview on the Termination Conditions in the Evolution of Game Bots. - Antonio Fernández-Ares; Pablo García-Sánchez; Antonio Miguel Mora; Pedro Ángel Castillo Valdivieso; Maribel García Arenas; Gustavo Romero (CoSECivi, 2015)

It's Time to Stop: A Comparison of Termination Conditions in the Evolution of Game Bots. - Antonio Fernández-Ares; Pablo García-Sánchez; Antonio Miguel Mora; Pedro Ángel Castillo Valdivieso; Juan Julián Merelo Guervós; María Isabel García Arenas; Gustavo Romero (EvoApplications, 2015)

Cybersecurity and Honeypots: Experience in a Scientific Network Infrastructure. - Juan Luis Martin Acal; Gustavo Romero López; Pablo Palacín Gómez; Pablo García-Sánchez; Juan Julián Merelo Guervós; Pedro Ángel Castillo Valdivieso (IJCCI (ECTA), 2015)

A comparison of implementations of basic evolutionary algorithm operations in different languages. - Juan Julián Merelo Guervós; Israel Blancas-Alvarez; Pedro A. Castillo; Gustavo Romero; Víctor M. Rivas; Mario García Valdez; Amaury Hernandez-Aguila; Mario Román (CEC, 2016)

Benchmarking Languages for Evolutionary Algorithms. - Juan Julián Merelo Guervós; Pedro A. Castillo; Israel Blancas; Gustavo Romero; Pablo García-Sánchez; Antonio Fernández-Ares; Víctor M. Rivas; Mario García Valdez (EvoApplications (2), 2016)

Ranking the Performance of Compiled and Interpreted Languages in Genetic Algorithms. - Juan Julián Merelo Guervós; Israel Blancas-Alvarez; Pedro A. Castillo; Gustavo Romero; Pablo García-Sánchez; Víctor Manuel Rivas Santos; Mario García Valdez; Amaury Hernández-Águila; Mario Román (IJCCI (ECTA), 2016)

Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters. - Pablo García-Sánchez; Gustavo Romero; Jesús González 001; Antonio Miguel Mora; Maribel García Arenas; Pedro Ángel Castillo Valdivieso; Carlos M. Fernandes 001; Juan Julián Merelo Guervós (Appl. Soft Comput., 2016)

A Novel Wireless Mobility Monitoring and Tracking System: Applications for Smart Traffic. - Antonio Fernández-Ares; Antonio Mora García; María Isabel García Arenas; Pablo García-Sánchez; Gustavo Romero; Suhail M. Odeh; Pedro A. Castillo (Int. J. Concept. Struct. Smart Appl., 2016)

Ranking Programming Languages for Evolutionary Algorithm Operations. - Juan Julián Merelo Guervós; Israel Blancas-Alvarez; Pedro A. Castillo; Gustavo Romero; Pablo García-Sánchez; Víctor M. Rivas; Mario García Valdez; Amaury Hernández-Águila; Mario Román (EvoApplications (1), 2017)

Speed-up of the volumetric method of moments for the approximate RCS of large arbitrary-shaped dielectric targets. - Javier Moreno Garrido; Álvaro Somolinos; Gustavo Romero; Iván González 003; M. Felipe Cátedra (Comput. Phys. Commun., 2017)

Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system. - Antonio Fernández-Ares; Antonio Mora García; Maribel García Arenas; Pablo García-Sánchez; Gustavo Romero; Víctor Manuel Rivas Santos; Pedro A. Castillo; Juan Julián Merelo Guervós (Future Gener. Comput. Syst., 2017)

Measuring Energy Consumption of BBOB Fitness Functions. - Juan Julián Merelo Guervós; Gustavo Romero López; Mario García-Valdez (EvoApplications (2), 2025)

Energy consumption of evolutionary algorithms implemented in low-level languages. - Juan Julián Merelo; Mario García Valdez; Gustavo Romero López (SAC, 2025)