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Focusing on the Hybrid Quantum Computing -- Tabu Search Algorithm: new results on the Asymmetric Salesman Problem


Feb 11, 2021
Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi, Aitor Moreno-Fernandez-de-Leceta

* 7 pages, 2 figures, under review for its consideration in the Genetic and Evolutionary Computation Conference 2021 (GECCO 2021) 

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Evolutionary Multitask Optimization: a Methodological Overview, Challenges and Future Research Directions


Feb 04, 2021
Eneko Osaba, Aritz D. Martinez, Javier Del Ser

* 29 pages, 4 figures, under review for its consideration in Applied Soft Computing journal 

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Hybrid Quantum Computing -- Tabu Search Algorithm for Partitioning Problems: preliminary study on the Traveling Salesman Problem


Dec 09, 2020
Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi, Aitor Moreno-Fernandez-de-Leceta

* 8 pages, 4 figures, paper submitted for its consideration in IEEE Congress on Evolutionary Computation 2021 

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AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking


Oct 08, 2020
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Francisco Herrera

* 30 pages, 2 figures, under review for its consideration in Information Sciences journal 

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A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs


Sep 30, 2020
Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser

* 7 pages, paper accepted for presentation in the 2020 IEEE Symposium Series on Computational Intelligence (IEEE SSCI) 

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CURIE: A Cellular Automaton for Concept Drift Detection


Sep 21, 2020
Jesus L. Lobo, Javier Del Ser, Eneko Osaba, Albert Bifet, Francisco Herrera


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Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges


Aug 09, 2020
Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera

* 64 pages, 18 figures, under review for its consideration in Information Fusion journal 

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On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking


May 17, 2020
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Ibai La帽a, Javier Del Ser

* 8 pages, 1 figure, paper accepted for presentation in the 23rd IEEE International Conference on Intelligent Transportation Systems 2020 (IEEE ITSC 2020) 

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dMFEA-II: An Adaptive Multifactorial Evolutionary Algorithm for Permutation-based Discrete Optimization Problems


May 13, 2020
Eneko Osaba, Aritz D. Martinez, Akemi Galvez, Andres Iglesias, Javier Del Ser

* 7 pages, 0 figures, Camera-ready version of the paper accepted for presentation in The Genetic and Evolutionary Computation Conference 2020 (GECCO 2020) 

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On the Transferability of Knowledge among Vehicle Routing Problems by using a Cellular Evolutionary Multitasking


May 11, 2020
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Ibai La帽a, Javier Del Ser

* 8 pages, 1 figure, paper accepted for presentation in the 23rd IEEE International Conference on Intelligent Transportation Systems 2020 (IEEE ITSC 2020) 

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Fairness in Bio-inspired Optimization Research: A Prescription of Methodological Guidelines for Comparing Meta-heuristics


Apr 19, 2020
Antonio LaTorre, Daniel Molina, Eneko Osaba, Javier Del Ser, Francisco Herrera

* 43 pages, 4 figures 

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Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment


Apr 17, 2020
Javier Del Ser, Ibai Lana, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni

* 6 pages, 4 figures 

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Dise帽o e implementaci贸n de una meta-heur铆stica multi-poblacional de optimizaci贸n combinatoria enfocada a la resoluci贸n de problemas de asignaci贸n de rutas a veh铆culos


Mar 24, 2020
Eneko Osaba

* 228 pages, in Spanish, 25 figures, This is my PhD thesis in the University of Deusto, Bilbao, Spain 

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COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking


Mar 24, 2020
Eneko Osaba, Javier Del Ser, Xin-She Yang, Andres Iglesias, Akemi Galvez

* 13 pages, 0 figures, paper submitted and accepted in the 11th workshop Computational Optimization, Modelling and Simulation (COMS 2020), part of the International Conference on Computational Science (ICCS 2020) 

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Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis


Mar 24, 2020
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Javier Del Ser, Francisco Herrera

* Accepted for its presentation at WCCI 2020 

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Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial Optimization


Mar 23, 2020
Aritz D. Martinez, Eneko Osaba, Javier Del Ser, Francisco Herrera

* 8 pages, 5 figures, submitted to IEEE Conference on Evolutionary Computation 2020 (IEEE CEC) 

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An Improved Discrete Bat Algorithm for Symmetric and Asymmetric Traveling Salesman Problems


Apr 14, 2016
Eneko Osaba, Xin-She Yang, Fernando Diaz, Pedro Lopez-Garcia, Roberto Carballedo

* Engineering Applications of Artificial Intelligence, 48 (1), 59-71 (2016) 
* 1 figure, 8 tables 

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