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Gustavo Romero López

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Journal Articles

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2017
[j10]
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Javier Moreno Garrido, Álvaro Somolinos, Gustavo Romero, Iván González, M. Felipe Cátedra:
Speed-up of the volumetric method of moments for the approximate RCS of large arbitrary-shaped dielectric targets. Comput. Phys. Commun. 217: 35-42 (2017)
[j9]
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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:
Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system. Future Gener. Comput. Syst. 76: 163-179 (2017)
2016
[j8]
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Pablo García-Sánchez, Gustavo Romero, Jesús González, Antonio Miguel Mora, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Carlos M. Fernandes, Juan Julián Merelo Guervós:
Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters. Appl. Soft Comput. 38: 530-547 (2016)
[j7]
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Antonio Fernández-Ares, Antonio Mora García, María Isabel García Arenas, Pablo García-Sánchez, Gustavo Romero, Suhail M. Odeh, Pedro A. Castillo:
A Novel Wireless Mobility Monitoring and Tracking System: Applications for Smart Traffic. Int. J. Concept. Struct. Smart Appl. 4(2): 55-71 (2016)
2007
[j6]
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Pedro Ángel 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)
2003
[j5]
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Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Ignacio Rojas, Gustavo Romero, Pedro Ángel Castillo Valdivieso, J. Carpio:
Evolving two-dimensional fuzzy systems. Fuzzy Sets Syst. 138(2): 381-398 (2003)
2002
[j4]
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Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto, Ignacio Rojas, Gustavo Romero:
Statistical analysis of the parameters of a neuro-genetic algorithm. IEEE Trans. Neural Networks 13(6): 1374-1394 (2002)
[j3]
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Ignacio Rojas, Jesús González, Héctor Pomares, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Gustavo Romero:
Statistical analysis of the main parameters involved in the design of a genetic algorithm. IEEE Trans. Syst. Man Cybern. Part C 32(1): 31-37 (2002)
2000
[j2]
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Pedro Ángel Castillo Valdivieso, Juan Julián 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)
[j1]
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Pedro Ángel Castillo Valdivieso, J. Carpio, Juan Julián Merelo Guervós, Alberto Prieto, Víctor Manuel Rivas Santos, Gustavo Romero:
Evolving Multilayer Perceptrons. Neural Process. Lett. 12(2): 115-128 (2000)

Conference and Workshop Papers

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2017
[c33]
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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:
Ranking Programming Languages for Evolutionary Algorithm Operations. EvoApplications (1) 2017: 689-704
2016
[c32]
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Juan Julián Merelo Guervós, Israel Blancas-Alvarez, Pedro A. Castillo, Gustavo Romero, Víctor M. Rivas, Mario García Valdez, Amaury Hernandez-Aguila, Mario Román:
A comparison of implementations of basic evolutionary algorithm operations in different languages. CEC 2016: 1602-1609
[c31]
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Juan Julián Merelo Guervós, Pedro A. Castillo, Israel Blancas, Gustavo Romero, Pablo García-Sánchez, Antonio Fernández-Ares, Víctor M. Rivas, Mario García Valdez:
Benchmarking Languages for Evolutionary Algorithms. EvoApplications (2) 2016: 27-41
[c30]
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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:
Ranking the Performance of Compiled and Interpreted Languages in Genetic Algorithms. IJCCI (ECTA) 2016: 164-170
2015
[c29]
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Antonio Fernández-Ares, Pablo García-Sánchez, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Gustavo Romero:
An Overview on the Termination Conditions in the Evolution of Game Bots. CoSECivi 2015: 186-191
[c28]
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Antonio Fernández-Ares, Pablo García-Sánchez, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, María Isabel García Arenas, Gustavo Romero:
It's Time to Stop: A Comparison of Termination Conditions in the Evolution of Game Bots. EvoApplications 2015: 355-368
[c27]
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Juan Luis Martin Acal, Gustavo Romero López, Pablo Palacín Gómez, Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso:
Cybersecurity and Honeypots: Experience in a Scientific Network Infrastructure. IJCCI (ECTA) 2015: 313-318
2014
[c26]
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Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Gustavo Romero López, Maribel García Arenas, Antonio Miguel Mora:
An Object-Oriented Library in JavaScript to Build Modular and Flexible Cross-Platform Evolutionary Algorithms. EvoApplications 2014: 853-862
2013
[c25]
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Pablo García-Sánchez, María Isabel García Arenas, Antonio Miguel Mora, Pedro A. Castillo, Carlos M. Fernandes, Paloma de las Cuevas, Gustavo Romero, Jesús González, Juan Julián Merelo Guervós:
Developing services in a service oriented architecture for evolutionary algorithms. GECCO (Companion) 2013: 1341-1348
2011
[c24]
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Maribel García Arenas, Juan Julián Merelo Guervós, Antonio Miguel Mora, Pedro A. Castillo, Gustavo Romero, Juan Luis Jiménez Laredo:
Assessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms. IEEE Congress on Evolutionary Computation 2011: 304-311
[c23]
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Maribel García Arenas, Juan Julián Merelo Guervós, Pedro A. Castillo, Juan Luis Jiménez Laredo, Gustavo Romero, Antonio Miguel Mora:
Using free cloud storage services for distributed evolutionary algorithms. GECCO 2011: 1603-1610
[c22]
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, Pablo García-Sánchez, Juan Luis Jiménez Laredo, Gustavo Romero:
A Study of Parallel Approaches in MOACOs for Solving the Bicriteria TSP. IWANN (2) 2011: 316-324
[c21]
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Juan Julián Merelo Guervós, Gustavo Romero, Maribel García Arenas, Pedro A. Castillo, Antonio Miguel Mora, Juan Luis Jiménez Laredo:
Implementation Matters: Programming Best Practices for Evolutionary Algorithms. IWANN (2) 2011: 333-340
[c20]
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Gustavo Romero, Maribel García Arenas, Pedro A. Castillo, Juan Julián Merelo Guervós, Antonio Miguel Mora:
Online vs. Offline ANOVA Use on Evolutionary Algorithms. IWANN (2) 2011: 341-347
[c19]
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  - conf/iwann/ArenasMRC11
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Maribel García Arenas, Antonio Miguel Mora, Gustavo Romero, Pedro A. Castillo:
GPU Computation in Bioinspired Algorithms: A Review. IWANN (1) 2011: 433-440
[c18]
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Maribel García Arenas, Juan Julián Merelo Guervós, Pedro A. Castillo, Gustavo Romero, Juan Luis Jiménez Laredo, Antonio Miguel Mora:
Cloud-based Evolutionary Parallel Computation Using Low Cost Storage Services. NCCA 2011: 56-61
2006
[c17]
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  - conf/ppsn/ValdiviesoAGSR06
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Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero:
Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification. PPSN 2006: 453-462
2005
[c16]
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Gustavo Romero, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Evolutionary Design of a Brain-Computer Interface. IWANN 2005: 669-676
[c15]
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Pedro Ángel Castillo Valdivieso, Gustavo Romero, Maribel García Arenas, Juan Julián Merelo Guervós, Alberto Prieto:
Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm. IWANN 2005: 685-692
2004
[c14]
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Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Juan Julián Merelo Guervós, Gustavo Romero, Fatima Rateb, Alberto Prieto:
Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks. EuroGP 2004: 240-249
[c13]
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  - conf/fuzzy/ArenasVRRG04
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Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Gustavo Romero, Fatima Rateb, Juan Julián Merelo Guervós:
Co-evolving Multilayer Perceptrons Along Training Sets. Fuzzy Days 2004: 503-513
2003
[c12]
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Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Juan Julián Merelo Guervós, Gustavo Romero:
Cooperative Co-evolution of Multilayer Perceptrons. IWANN (1) 2003: 358-365
[c11]
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Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Gustavo Romero, Maribel García Arenas:
Specifying Evolutionary Algorithms in XML. IWANN (1) 2003: 502-509
[c10]
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Gustavo Romero, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Visualization of Neural Net Evolution. IWANN (1) 2003: 534-541
2002
[c9]
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Gustavo Romero, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Francisco Javier García Castellano, Maribel García Arenas:
Genetic Algorithm Visualization Using Self-organizing Maps. PPSN 2002: 442-451
[c8]
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Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Francisco Javier García Castellano, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero:
Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP. PPSN 2002: 676-688
2001
[c7]
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  - conf/ae/KeijzerMRS01
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Maarten Keijzer, Juan Julián Merelo Guervós, Gustavo Romero, Marc Schoenauer:
Evolving Objects: A General Purpose Evolutionary Computation Library. Artificial Evolution 2001: 231-244
[c6]
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Gustavo Romero, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto:
Using SOM for Neural Network Visualization. IWANN (1) 2001: 629-636
2000
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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:
Evolutionary Computation Visualization: Application to G-PROP. PPSN 2000: 902-912
1999
[c4]
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Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Jesús González, Alberto Prieto, Gustavo Romero:
G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm. GECCO 1999: 942
[c3]
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Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero, Pedro Ángel 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
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Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Jesús González, Víctor Manuel Rivas Santos, Gustavo Romero:
SA-Prop: Optimization of Multilayer Perceptron Parameters Using Simulated Annealing. IWANN (1) 1999: 661-670
[c1]
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Jesús González, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos, Gustavo Romero:
Optimizing Web Newspaper Layout Using Simulated Annealing. IWANN (2) 1999: 759-768

Informal and Other Publications

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2011
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Pedro A. Castillo, Maribel García Arenas, Antonio Miguel Mora, Juan Luis Jiménez Laredo, Gustavo Romero, Víctor M. Rivas, Juan Julián Merelo Guervós:
Distributed Evolutionary Computation using REST. CoRR abs/1105.4971 (2011)
[i2]
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Juan Julián Merelo Guervós, Maribel García Arenas, Antonio Miguel Mora, Pedro A. Castillo, Gustavo Romero, Juan Luis Jiménez Laredo:
Cloud-based Evolutionary Algorithms: An algorithmic study. CoRR abs/1105.6205 (2011)
2006
[i1]
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  - journals/corr/abs-cs-0603004
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Pedro Ángel 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)

Coauthor Index

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