Biography


Alvaro Rubio-Largo received the Ph.D. degree in Computer Engineering from the University of Extremadura, Extremadura, Spain, in 2013. He is currently working at NOVA Information Management School (NOVA IMS), Universidade Nova de Lisboa. He has authored or co-authored 65+ publications including 30+ Journal Citation Report (JCR) papers. He is member of several Technical Program Committee of International Conferences. His main research interests include multiobjective optimization and machine learning.

In the following, you will find a summary of his publications:


Journal Articles



J33 José M. Granado-Criado, Sergio Santander-Jiménez, Miguel A. Vega-Rodríguez, Álvaro Rubio-Largo. A Multi-Objective Optimization Procedure for Solving the High-Order Epistasis Detection Problem. Expert Systems with Applications, -(-):1-40, 2019.
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J32 Álvaro Rubio-Largo, Juan Carlos Preciado, Luis Iribarne. Data-Driven Computational Intelligence for Scientific Programming. Scientific Programming, 2019(-):5235706, 2019.
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J31 Roberto Rodríguez-Echeverría, Juan Carlos Preciado, Álvaro Rubio-Largo, José María Conejero, Fernando Sánchez-Figueroa. A Pattern-Based Development Approach for Interaction Flow Modeling Language. Scientific Programming, 2019(-):7904353, 2019.
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J30 Rafael Benítez, Carmen Ortiz-Caraballo, Juan Carlos Preciado, José M. Conejero, Fernando Sánchez Figueroa, Álvaro Rubio-Largo. A Short-Term Data Based Water Consumption Prediction Approach. Energies, 12(12):2359, 2019.
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J29 Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez. Multiobjective Metaheuristic to Design RNA Sequences. IEEE Transactions on Evolutionary Computation, 23(1):156-169, 2019.
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J28 Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez. Swarm Intelligence for Optimizing the Parameters of Multiple Sequence Aligners. Swarm and Evolutionary Computation, 42(-):16-28, 2018.
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J27 David L. Gonzalez-Alvarez, Miguel A. Vega-Rodriguez, Álvaro Rubio-Largo. Searching for Common Patterns on Protein Sequences by means of a Parallel Hybrid Honey-Bee Mating Optimization Algorithm. Parallel Computing, 76(-):1-17, 2018.
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J26 Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez. A Parallel Multiobjective Metaheuristic for Multiple Sequence Alignment. Journal of Computational Biology, 25(9):1009-1022, 2018.
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J25 Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez. Using Biological Knowledge for Multiple Sequence Aligner Decision Making. Information Sciences, 420(-):278-298, 2017.
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J24 Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez. Multiobjective Characteristic-based Framework for Very-Large Multiple Sequence Alignment. Applied Soft Computing, 69(-):719-736, 2018.
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J23 Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez. Reducing Alignment Time Complexity of Ultra-large Sets of Sequences. Journal of Computational Biology, 24(11):1144-1154, 2017.
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J22 Álvaro Rubio-Largo, Leonardo Vanneschi, Mauro Castelli, Miguel A. Vega-Rodríguez. A Characteristic-based Framework for Multiple Sequence Aligners. IEEE Transactions on Cybernetics, 48(1):41-51, 2018.
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J21 David L. González-Álvarez, Miguel A. Vega-Rodríguez, Álvaro Rubio-Largo. A Hybrid MPI/OpenMP Parallel Implementation of NSGA-II for Finding Patterns in Protein Sequences. Journal of Supercomputing, 73(6):2285-2312, 2017.
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J20 Miguel A. Vega-Rodríguez, Álvaro Rubio-Largo. Parallelism in Computational Biology: A View from Diverse High Performance Computing Applications. International Journal of High Performance Computing Applications, 32(3):317-320, 2018.
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J19 David L. González-Álvarez, Miguel A. Vega-Rodríguez, Álvaro Rubio-Largo. A Comparative Study of Different Motif Occurrence Models applied to a Hybrid Multiobjective Shuffle Frog Leaping Algorithm. Computer Journal, 59(3):384-402, 2016.
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J18 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, David L. González-Álvarez. A Hybrid Multiobjective Memetic Metaheuristic for Multiple Sequence Alignment. IEEE Transactions on Evolutionary Computation, 20(4):499-514, 2016.
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J17 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, David L. González-Álvarez. Hybrid Multiobjective Artificial Bee Colony for Multiple Sequence Alignment. Applied Soft Computing, 41(-):157-168, 2016.
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J16 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, David L. González-Álvarez. A Parallel Multiobjective Approach based on Honey Bees for Traffic Grooming in Optical Networks. Computer Journal, 58(9):2171-2191, 2015.
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J15 David L. González-Álvarez, Miguel A. Vega-Rodríguez, Álvaro Rubio-Largo. Finding Patterns in Protein Sequences by Using a Hybrid Multiobjective Teaching Learning Based Optimization Algorithm. IEEE-ACM Transactions on Computational Biology and Bioinformatics, 12(3):656-666, 2015.
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J14 Álvaro Rubio-Largo, Qingfu Zhang, Miguel A. Vega-Rodríguez. Multiobjective Evolutionary Algorithm based on Decomposition for 3-Objective Optimization Problems with Objectives in Different Scales. Soft Computing, 19(1):157-166, 2015.
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J13 David L. González-Álvarez, Miguel A. Vega-Rodríguez, Álvaro Rubio-Largo. Multiobjective Optimization Algorithms for Motif Discovery in DNA Sequences. Genetic Programming and Evolvable Machines, 16(2):167-209, 2015.
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J12 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, David L. González-Álvarez. Multiobjective Swarm Intelligence for the Traffic Grooming Problem. Computational Optimization and Applications, 60(2):479-511, 2015.
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J11 Álvaro Rubio-Largo, Qingfu Zhang, Miguel A. Vega-Rodríguez. A Multiobjective Evolutionary Algorithm based on Decomposition with Normal Boundary Intersection for Traffic Grooming in Optical Networks. Information Sciences, 289(-):91-116, 2014.
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J10 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, David L. González-Álvarez. An Improved Multiobjective Approach Inspired by the Flashing Behaviour of Fireflies for Traffic Grooming in Optical WDM Networks. Applied Soft Computing, 21(-):617-636, 2014.
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J09 David L. González-Álvarez, Miguel A. Vega-Rodríguez, Álvaro Rubio-Largo. Convergence Analysis of some Multiobjective Evolutionary Algorithms when Discovering Motifs. Soft Computing, 18(5):853-869, 2014.
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J08 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, David L. González-Álvarez. Designing a Fine-grained Parallel Differential Evolution with Pareto Tournaments for Solving an Optical Networking Problem. Concurrency and Computation: Practice and Experience, 26(11):1908-1934, 2014.
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J07 David L. González-Álvarez, Miguel A. Vega-Rodríguez, Álvaro Rubio-Largo. Parallelizing and Optimizing a Hybrid Differential Evolution with Pareto Tournaments for Discovering Motifs in DNA Sequences. Journal of Supercomputing, 70(2):880-905, 2014.
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J06 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, David L. González-Álvarez. Performance Assessment of Multiobjective Approaches in Optical Traffic Grooming. Journal of Network and Computer Applications, 41(-):319-350, 2014.
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J05 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. A Multiobjective Approach based on Artificial Bee Colony for the Static Routing and Wavelength Assignment Problem. Soft Computing, 17(2):199-211, 2013.
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J04 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez. Applying MOEAs to Solve the Static Routing and Wavelength Assignment Problem in Optical WDM Networks. Engineering Applications of Artificial Intelligence, 26(5-6):1602-1619, 2013.
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J03 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. Multiobjective Metaheuristics for Traffic Grooming in Optical Networks. IEEE Transactions on Evolutionary Computation, 17(4):457-473, 2013.
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J02 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. A Comparative Study on Multiobjective Swarm Intelligence for the Routing and Wavelength Assignment Problem. IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews, 42(6):1644-1655, 2012.
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J01 David L. González-Álvarez, Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Sónia M. Almeida-Luz, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. Solving the Reporting Cells Problem by Using a Parallel Team of Evolutionary Algorithms. Logic Journal of the IGPL, 20(4):722-731, 2012.
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Book Chapters



B01 Mauro Castelli, Leonardo Vanneschi, Álvaro Rubio-Largo. Supervised Learning: Classification. Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics, 342-349, 2019.

Conference Papers



C034 Álvaro E. Prieto, Juan Carlos Preciado, José María Conejero, Álvaro Rubio-Largo. Geo-Time Broker: A Web Agent of Dynamic Flows of Geo-Temporal Activity for Smart Cities. Current Trends in Web Engineering (ICWE 2018), 183-188, 2018.
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C033 Daniel Gallego-Sánchez, José M. Granado-Criado, Sergio Santander-Jiménez, Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez. Optimización Multiobjetivo Paralela para la Detección de Epistasia de Múltiples Loci. XXVIII Jornadas de Paralelismo (JP 2017), 83-88, 2017.
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C032 Daniel Gallego-Sánchez, Álvaro Rubio-Largo, José M. Granado-Criado, Miguel A. Vega-Rodríguez, Sergio Santander-Jiménez. Optimización Multiobjetivo para el Estudio de Asociaciones Genéticas. XII Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2017), 844-853, 2017.
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C031 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez. Inteligencia Colectiva de Abejas Multiobjetivo para Alinear Múltiples Secuencias Biológicas. XII Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2017), 834-843, 2017.
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C030 Miguel A. Vega-Rodríguez, José M. Granado-Criado, Álvaro Rubio-Largo, Sergio Santander-Jiménez. La Autoevaluación y Evaluación por Pares en Distintas Asignaturas: ṡCómo Afecta a la Mejora de la Docencia?. II Jornadas de Innovación Docente en la Ingeniería, 74-82, 2017.
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C029 Daniel Gallego-Sánchez, José M. Granado-Criado, Sergio Santander-Jiménez, Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez. Parallel Multi-Objective Optimization for High-Order Epistasis Detection. Algorithms and Architectures for Parallel Processing (ICA3PP 2017), 523-532, 2017.
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C028 Miguel A. Vega-Rodríguez, José M. Granado-Criado, Sergio Santander-Jiménez, Álvaro Rubio-Largo. Mejorando la Docencia mediante la Aplicación de Sistemas de Autoevaluación y Evaluación por Pares en el Aula. I Jornadas de Innovación Docente en la Ingeniería, 98-103, 2016.
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C027 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Sergio Santander-Jiménez. Metaheurística Multiobjetivo Híbrida para el Alineamiento Múltiple de Secuencias. XI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2016), 315-324, 2016.
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C026 David L. González-Álvarez, Miguel A. Vega-Rodríguez, Álvaro Rubio-Largo. Paralelizando una Evolución Diferencial Multiobjetivo Híbrida para Identificar Elementos cis-Reguladores. XXVI Jornadas de Paralelismo (JP 2015), 8-13, 2015.
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C025 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, David L. González-Álvarez. Metaheurística Multiobjetivo Paralela para el Alineamiento Múltiple de Secuencias. XXVI Jornadas de Paralelismo (JP 2015), 31-37, 2015.
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C024 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, David L. González-Álvarez. Parallel H4MSA for Multiple Sequence Alignment. 13th IEEE International Symposium on Parallel and Distributed Processing with Applications, 242-247, 2015.
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C023 Álvaro Rubio-Largo, Qingfu Zhang, Miguel A. Vega-Rodríguez. MOEA/D for Traffic Grooming in WDM Optical Networks. Genetic and Evolutionary Computation Conference (GECCO 2013), 663-670, 2013.
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C022 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez. A Multiobjective Hybrid Parallel Approach based on Swarm Intelligence for Optimizing Optical Networks. Computer Aided Systems Theory - Extended Abstracts, 236-238, 2013.
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C021 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez. A Parallel Two-Level Multiobjective Artificial Bee Colony Approach for Traffic Grooming. Computer Aided Systems Theory (EUROCAST 2013), 404-411, 2013.
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C020 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez. Routing Low-Speed Traffic Requests onto High-Speed Lightpaths by Using a Multiobjective Firefly Algorithm. EvoApplications 2013: Applications of Evolutionary Computation, 12-21, 2013.
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C019 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez. A Multiobjective Approach Based on the Law of Gravity and Mass Interactions for Optimizing Networks. EvoCOP 2013: Evolutionary Computation in Combinatorial Optimization, 13-24, 2013.
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C018 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. Algoritmo Multiobjetivo Inspirado en el Comportamiento de las Luciérnagas para Resolver el Problema RWA. VIII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2012), 367-374, 2012.
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C017 Sara M. Rubio-Largo, Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Jesús E. Velázquez-Pérez. Optimización y Paralelización de Software de Monte Carlo para el Estudio de Nano-Dispositivos Semiconductores. XXIII Jornadas de Paralelismo (JP 2012), 158-162, 2012.
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C016 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. Optimización de Redes Ópticas WDM mediante Paralelismo e Inteligencia Colectiva. XXIII Jornadas de Paralelismo (JP 2012), 135-140, 2012.
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C015 Álvaro Rubio-Largo, David L. González-Álvarez, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. MO-ABC/DE - Multiobjective Artificial Bee Colony with Differential Evolution for Unconstrained Multiobjective Optimization. 13th IEEE International Symposium on Computational Intelligence and Informatics, 157-162, 2012.
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C014 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. A Parallel Multiobjective Artificial Bee Colony Algorithm for Dealing with the Traffic Grooming Problem. 14th IEEE International Conference on High Performance Computing and Communications, 46-53, 2012.
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C013 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. Using a Multiobjective OpenMP+MPI DE for the Static RWA Problem. Computer Aided Systems Theory (EUROCAST 2011), 224-231, 2012.
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C012 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. Evolución Diferencial OpenMP+MPI en Redes Ópticas WDM. XXII Jornadas de Paralelismo (JP2011), 15-20, 2011.
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C011 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. A Hybrid OpenMP/MPI Differential Evolution for Solving the RWA Problem. Computer Aided Systems Theory - Extended Abstracts, 236-238, 2011.
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C010 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez Pulido, Juan M. Sánchez Pérez. A Multiobjective Gravitational Search Algorithm Applied to the Static Routing and Wavelength Assignment Problem. EvoApplications 2011: Applications of Evolutionary Computation, 41-50, 2011.
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C009 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. Tackling the Static RWA Problem by Using a Multiobjective Artificial Bee Colony Algorithm. Advances in Computational Intelligence (IWANN 2011), 364-371, 2011.
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C008 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan Antonio Gómez-Pulido, Juan Manuel Sánchez-Pérez. Algoritmo Evolución Diferencial con Torneos de Pareto para Resolver el Problema de Enrutamiento y Asignación de Longitudes de Onda en Redes Ópticas WDM. VIII Jornadas de Aplicaciones y Transferencia Tecnológica de la Inteligencia Artificial, TTIA2010 (AEPIA), 45-54, 2010.
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C007 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan Antonio Gómez-Pulido y Juan Manuel Sánchez-Pérez. Búsqueda de Entorno Variable Multiobjetivo para Resolver el Problema de Enrutamiento y Asignación de Longitudes de Onda en Redes Ópticas WDM. VII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2010), 3-10, 2010.
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C006 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez- Pérez. Utilizando una versión Multi-núcleo de la Evolución Diferencial con Torneos de Pareto para Mejorar las Redes Ópticas WDM. XXI Jornadas de Paralelismo (JP2010), 43-50, 2010.
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C005 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gomez-Pulido, Juan M. Sanchez-Perez. A Differential Evolution with Pareto Tournaments for Solving the Routing and Wavelength Assignment Problem in WDM Networks. IEEE Congress on Evolutionary Computation (CEC 2010), 129-136, 2010.
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C004 Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. Improving Optical WDM Networks by using a Multi-core version of Differential Evolution with Pareto Tournaments. Distributed Computing and Artificial Intelligence (DCAI 2010), 629-636, 2010.
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C003 Álvaro Rubio-Largo, David L. González-Álvarez, Miguel A. Vega-Rodríguez, Sonia M. Almeida-Luz, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. A Parallel Cooperative Evolutionary Strategy for Solving the Reporting Cells Problem. Soft Computing Models in Industrial and Environmental Applications (SOCO 2010), 71-78, 2010.
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C002 Álvaro Rubio-Largo, Miguel A. Vega-Rodrí­guez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. Solving the Routing and Wavelength Assignment Problem in WDM Networks by using a Multiobjective Variable Neighborhood Search Algorithm. Soft Computing Models in Industrial and Environmental Applications (SOCO 2010), 47-54, 2010.
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C001 David L. González-Álvarez, Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Sónia Almeida-Luz, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez. Resolución del Problema Reporting Cells mediante Computación Clúster y un Equipo Paralelo de Algoritmos Evolutivos. XX Jornadas de Paralelismo (JP2009), 69-74, 2009.
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