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ORCIDJavier Del Ser
- > Home > Persons > Javier Del Ser
Publications
- 2024
[i84]Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser, Antonio J. Nebro, Daniel Molina, Antonio LaTorre
, Ponnuthurai N. Suganthan, Carlos A. Coello Coello, Francisco Herrera:
A Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems. CoRR abs/2410.03205 (2024)- 2023
- [c180]Branko Miloradovic, Eneko Osaba, Javier Del Ser, Vuk Vujovic, Alessandro V. Papadopoulos:
On the Design and Performance of a Novel Metaheuristic Solver for the Extended Colored Traveling Salesman Problem. ITSC 2023: 1955-1962 - [i74]Jesus L. Lobo, Ibai Laña, Eneko Osaba, Javier Del Ser:
On the Connection between Concept Drift and Uncertainty in Industrial Artificial Intelligence. CoRR abs/2303.07940 (2023) - 2022
- [j126]Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Amir Hussain:
Evolutionary Multitask Optimization: a Methodological Overview, Challenges, and Future Research Directions. Cogn. Comput. 14(3): 927-954 (2022) - [j112]Eneko Osaba, Javier Del Ser, Carlos Cotta, Pablo Moscato:
Editorial: Memetic Computing: Accelerating optimization heuristics with problem-dependent local search methods. Swarm Evol. Comput. 70: 101047 (2022) - [j111]Eneko Osaba, Javier Del Ser, Ponnuthurai N. Suganthan:
Evolutionary Multitask Optimization: Fundamental research questions, practices, and directions for the future. Swarm Evol. Comput. 75: 101203 (2022) - [j110]Aritz D. Martinez, Javier Del Ser, Eneko Osaba, Francisco Herrera:
Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning. IEEE Trans. Evol. Comput. 26(2): 233-247 (2022) - [c168]Iñigo Delgado-Enales, Patricia Molina-Costa, Eneko Osaba, Silvia Urra-Uriarte, Javier Del Ser:
Improving the Urban Accessibility of Older Pedestrians using Multi-objective Optimization. CEC 2022: 1-8 - [c167]Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo:
A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization. CEC 2022: 1-8 - [c166]Marios Thymianis, Alexandros Tzanetos, Eneko Osaba, Georgios Dounias, Javier Del Ser:
Electric Vehicle Routing Problem: Literature Review, Instances and Results with a Novel Ant Colony Optimization Method. CEC 2022: 1-8 - 2021
- [j104]Jesus L. Lobo, Javier Del Ser, Eneko Osaba, Albert Bifet, Francisco Herrera:
CURIE: a cellular automaton for concept drift detection. Data Min. Knowl. Discov. 35(6): 2655-2678 (2021) - [j102]Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera:
Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges. Inf. Fusion 67: 161-194 (2021) - [j97]Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Francisco Herrera:
AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking. Inf. Sci. 570: 577-598 (2021) - [j94]Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser, Antonio J. Nebro, Daniel Molina, Antonio LaTorre, Ponnuthurai N. Suganthan, Carlos A. Coello Coello, Francisco Herrera:
A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems. Swarm Evol. Comput. 64: 100888 (2021) - [j93]Antonio LaTorre, Daniel Molina, Eneko Osaba, Javier Poyatos, Javier Del Ser, Francisco Herrera:
A prescription of methodological guidelines for comparing bio-inspired optimization algorithms. Swarm Evol. Comput. 67: 100973 (2021) - [c155]Jesus L. Lobo, Javier Del Ser, Eneko Osaba:
Lightweight Alternatives for Hyper-parameter Tuning in Drifting Data Streams. ICDM (Workshops) 2021: 304-311 - [c148]Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Antonio J. Nebro, Xin-She Yang:
MO-MFCGA: Multiobjective Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking. SSCI 2021: 1-8 - [c147]Javier Del Ser, Eneko Osaba, Aritz D. Martinez, Miren Nekane Bilbao, Javier Poyatos, Daniel Molina, Francisco Herrera:
More is not Always Better: Insights from a Massive Comparison of Meta-heuristic Algorithms over Real-Parameter Optimization Problems. SSCI 2021: 1-7 - [i41]Eneko Osaba, Aritz D. Martinez, Javier Del Ser:
Evolutionary Multitask Optimization: a Methodological Overview, Challenges and Future Research Directions. CoRR abs/2102.02558 (2021) - [i36]Eneko Osaba, Javier Del Ser, Ponnuthurai N. Suganthan:
Evolutionary Multitask Optimization: Are we Moving in the Right Direction? CoRR abs/2111.14463 (2021) - 2020
- [j88]Eneko Osaba, Javier Del Ser, David Camacho, Miren Nekane Bilbao, Xin-She Yang:
Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics. Appl. Soft Comput. 87: 106010 (2020) - [j84]Ana Maria Nogareda, Javier Del Ser, Eneko Osaba, David Camacho:
On the design of hybrid bio-inspired meta-heuristics for complex multiattribute vehicle routing problems. Expert Syst. J. Knowl. Eng. 37(6) (2020) - [j79]Eneko Osaba, Javier J. Sánchez Medina, Eleni I. Vlahogianni, Xin-She Yang, Antonio D. Masegosa, Joshué Pérez Rastelli, Javier Del Ser:
Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications [Guest Editorial]. IEEE Intell. Transp. Syst. Mag. 12(4): 6-9 (2020) - [j78]Eneko Osaba, Javier Del Ser, Andrés Iglesias, Xin-She Yang:
Soft Computing for Swarm Robotics: New Trends and Applications. J. Comput. Sci. 39 (2020) - [j69]Javier Del Ser, Eneko Osaba, Javier J. Sánchez Medina, Iztok Fister Jr., Iztok Fister:
Bioinspired Computational Intelligence and Transportation Systems: A Long Road Ahead. IEEE Trans. Intell. Transp. Syst. 21(2): 466-495 (2020) - [c146]Aritz D. Martinez, Eneko Osaba, Javier Del Ser, Francisco Herrera:
Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial optimization. CEC 2020: 1-8 - [c145]Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Javier Del Ser, Francisco Herrera:
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis. CEC 2020: 1-8 - [c144]Akemi Gálvez, Andrés Iglesias, Eneko Osaba, Javier Del Ser:
Bat Algorithm Method for Automatic Determination of Color and Contrast of Modified Digital Images. COMPSAC 2020: 1195-1200 - [c143]Akemi Gálvez, Eneko Osaba, Iztok Fister, Andrés Iglesias, Javier Del Ser, Iztok Fister Jr.:
Swarm Intelligence for Automatic Color and Contrast Retrieval of Digital Images of Paintings. CW 2020: 227-230 - [c142]Eneko Osaba, Aritz D. Martinez, Akemi Gálvez, Andrés Iglesias, Javier Del Ser:
dMFEA-II: An adaptive multifactorial evolutionary algorithm for permutation-based discrete optimization problems. GECCO Companion 2020: 1690-1696 - [c141]Eneko Osaba, Javier Del Ser, Xin-She Yang, Andrés Iglesias, Akemi Gálvez:
COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking. ICCS (5) 2020: 244-256 - [c140]Akemi Gálvez, Andrés Iglesias, Eneko Osaba, Javier Del Ser:
Parametric Learning of Associative Functional Networks Through a Modified Memetic Self-adaptive Firefly Algorithm. ICCS (5) 2020: 566-579 - [c139]Mohammad Nasir, Ali Sadollah, Eneko Osaba, Javier Del Ser:
A Novel Metaheuristic Approach for Loss Reduction and Voltage Profile Improvement in Power Distribution Networks Based on Simultaneous Placement and Sizing of Distributed Generators and Shunt Capacitor Banks. IDEAL (1) 2020: 64-76 - [c138]Eneko Osaba, Javier Del Ser, Xabier Jubeto, Andrés Iglesias, Iztok Fister Jr., Akemi Gálvez, Iztok Fister:
Distributed Coordination of Heterogeneous Robotic Swarms Using Stochastic Diffusion Search. IDEAL (2) 2020: 79-91 - [c136]Iztok Fister, Dusan Fister, Andrés Iglesias, Akemi Gálvez, Eneko Osaba, Javier Del Ser, Iztok Fister Jr.:
Visualization of Numerical Association Rules by Hill Slopes. IDEAL (1) 2020: 101-111 - [c129]Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Ibai Laña, Javier Del Ser:
On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking. ITSC 2020: 1-8 - [c128]Javier Del Ser, Ibai Laña, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni:
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. ITSC 2020: 1-6 - [c126]Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser:
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs. SSCI 2020: 768-774 - [i31]Aritz D. Martinez, Eneko Osaba, Javier Del Ser, Francisco Herrera:
Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial Optimization. CoRR abs/2002.12133 (2020) - [i30]Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Javier Del Ser, Francisco Herrera:
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis. CoRR abs/2003.10768 (2020) - [i28]Eneko Osaba, Javier Del Ser, Xin-She Yang, Andrés Iglesias, Akemi Gálvez:
COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking. CoRR abs/2003.11628 (2020) - [i26]Eneko Osaba, Aritz D. Martinez, Akemi Gálvez, Andrés Iglesias, Javier Del Ser:
dMFEA-II: An Adaptive Multifactorial Evolutionary Algorithm for Permutation-based Discrete Optimization Problems. CoRR abs/2004.06559 (2020) - [i25]Javier Del Ser, Ibai Lana, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni:
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. CoRR abs/2004.08170 (2020) - [i24]Antonio LaTorre, Daniel Molina, Eneko Osaba, Javier Del Ser, Francisco Herrera:
Fairness in Bio-inspired Optimization Research: A Prescription of Methodological Guidelines for Comparing Meta-heuristics. CoRR abs/2004.09969 (2020) - [i23]Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Ibai Laña, Javier Del Ser:
On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking. CoRR abs/2005.05066 (2020) - [i20]Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera:
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges. CoRR abs/2008.03620 (2020) - [i19]Jesus L. Lobo, Javier Del Ser, Eneko Osaba, Albert Bifet, Francisco Herrera:
CURIE: A Cellular Automaton for Concept Drift Detection. CoRR abs/2009.09677 (2020) - [i18]Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser:
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs. CoRR abs/2009.14477 (2020) - [i17]Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Francisco Herrera:
AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking. CoRR abs/2010.03917 (2020) - 2019
- [j68]Iztok Fister, Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister Jr., Matjaz Perc, Mitja Slavinec:
Novelty search for global optimization. Appl. Math. Comput. 347: 865-881 (2019) - [j61]Eneko Osaba, Xin-She Yang, Iztok Fister Jr., Javier Del Ser, Pedro López-García, Alejo J. Vazquez-Pardavila:
A Discrete and Improved Bat Algorithm for solving a medical goods distribution problem with pharmacological waste collection. Swarm Evol. Comput. 44: 273-286 (2019) - [j58]Javier Del Ser, Eneko Osaba, Daniel Molina, Xin-She Yang, Sancho Salcedo-Sanz, David Camacho, Swagatam Das, Ponnuthurai N. Suganthan, Carlos A. Coello Coello, Francisco Herrera:
Bio-inspired computation: Where we stand and what's next. Swarm Evol. Comput. 48: 220-250 (2019) - [c125]Akemi Gálvez, Iztok Fister, Eneko Osaba, Iztok Fister Jr., Javier Del Ser, Andrés Iglesias:
Hybrid Modified Firefly Algorithm for Border Detection of Skin Lesions in Medical Imaging. CEC 2019: 111-118 - [c124]Ismael Estalayo, Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Khan Muhammad, Akemi Gálvez, Andrés Iglesias:
Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms. CEC 2019: 755-761 - [c123]Iztok Fister Jr., Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister:
Cooperative game concepts in solving global optimization. CEC 2019: 1525-1532 - [c121]Maria Carrillo, Javier Sánchez Cubillo, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser:
Trophallaxis, Low-Power Vision Sensors and Multi-objective Heuristics for 3D Scene Reconstruction Using Swarm Robotics. EvoApplications 2019: 599-615 - [c120]Antonio D. Masegosa, Eneko Osaba, Juan S. Angarita-Zapata, Ibai Laña, Javier Del Ser:
Nature-inspired metaheuristics for optimizing information dissemination in vehicular networks. GECCO (Companion) 2019: 1312-1320 - [c119]Eneko Osaba, Javier Del Ser, Ángel Panizo, David Camacho, Akemi Gálvez, Andrés Iglesias:
Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams. GECCO (Companion) 2019: 1329-1335 - [c118]Iztok Fister Jr., Akemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias, Iztok Fister:
Discovering dependencies among mined association rules with population-based metaheuristics. GECCO (Companion) 2019: 1668-1674 - [c117]Akemi Gálvez, Iztok Fister Jr., Eneko Osaba, Iztok Fister, Javier Del Ser, Andrés Iglesias:
Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm. GECCO (Companion) 2019: 1675-1682 - [c116]Aritz D. Martinez, Eneko Osaba, Izaskun Oregi, Iztok Fister Jr., Iztok Fister, Javier Del Ser:
Hybridizing differential evolution and novelty search for multimodal optimization problems. GECCO (Companion) 2019: 1980-1989 - [c115]Eneko Osaba, Miren Nekane Bilbao, Andrés Iglesias, Javier Del Ser, Akemi Gálvez, Iztok Fister Jr., Iztok Fister:
Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics. ICCS (3) 2019: 367-380 - [c114]Akemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Bat Algorithm for Kernel Computation in Fractal Image Reconstruction. ICCS (3) 2019: 381-394 - [c113]Ismael Estalayo, Eneko Osaba, Ibai Laña, Javier Del Ser:
Deep Recurrent Neural Networks and Optimization Meta-Heuristics for Green Urban Route Planning with Dynamic Traffic Estimates. ITSC 2019: 1336-1342 - [c109]Iztok Fister, Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister Jr.:
Using Adaptive Novelty Search in Differential Evolution. PAAMS (Workshops) 2019: 267-275 - [c108]Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Cuckoo Search Algorithm for Border Reconstruction of Medical Images with Rational Curves. ICSI (1) 2019: 320-330 - 2018
- [j53]Eneko Osaba, Javier Del Ser, Ali Sadollah, Miren Nekane Bilbao, David Camacho:
A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem. Appl. Soft Comput. 71: 277-290 (2018) - [j51]Aritz Pérez Martínez, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser:
Let nature decide its nature: On the design of collaborative hyperheuristics for decentralized ephemeral environments. Future Gener. Comput. Syst. 88: 792-805 (2018) - [c107]Maria Carrillo, Ian Gallardo, Javier Del Ser, Eneko Osaba, Javier Sánchez Cubillo, Miren Nekane Bilbao, Akemi Gálvez, Andrés Iglesias:
A Bio-inspired Approach for Collaborative Exploration with Mobile Battery Recharging in Swarm Robotics. BIOMA 2018: 75-87 - [c106]Eneko Osaba, Javier Del Ser, Miren Nekane Bilbao, Pedro López-García, Antonio J. Nebro:
Multi-objective Design of Time-Constrained Bike Routes Using Bio-inspired Meta-heuristics. BIOMA 2018: 197-210 - [c105]Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao:
Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics. EvoApplications 2018: 21-32 - [c104]Akemi Gálvez, Andrés Iglesias, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser:
Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction. HAIS 2018: 658-670 - [c99]Eneko Osaba, Javier Del Ser, Andrés Iglesias, Miren Nekane Bilbao, Iztok Fister Jr., Iztok Fister, Akemi Gálvez:
Solving the Open-Path Asymmetric Green Traveling Salesman Problem in a Realistic Urban Environment. IDC 2018: 181-191 - [c95]Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Automatic Fitting of Feature Points for Border Detection of Skin Lesions in Medical Images with Bat Algorithm. IDC 2018: 357-368 - [c92]Iztok Fister Jr., Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister:
Differential Evolution for Association Rule Mining Using Categorical and Numerical Attributes. IDEAL (1) 2018: 79-88 - [c91]Patricia Suárez, Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Bat Algorithm Swarm Robotics Approach for Dual Non-cooperative Search with Self-centered Mode. IDEAL (2) 2018: 201-209 - [c90]Eneko Osaba, Javier Del Ser, David Camacho, Akemi Gálvez, Andrés Iglesias, Iztok Fister Jr., Iztok Fister:
Community Detection in Weighted Directed Networks Using Nature-Inspired Heuristics. IDEAL (2) 2018: 325-335 - [c89]Eneko Osaba, Javier Del Ser, Antonio J. Nebro, Ibai Lana, Miren Nekane Bilbao, Javier J. Sánchez Medina:
Multi-Objective Optimization of Bike Routes for Last-Mile Package Delivery with Drop-Offs. ITSC 2018: 865-870 - [c88]Iztok Fister, Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister Jr.:
Using Novelty Search in Differential Evolution. PAAMS (Workshops) 2018: 534-542 - [c87]Patricia Suárez, Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Interplay of Two Bat Algorithm Robotic Swarms in Non-cooperative Target Point Search. PAAMS (Workshops) 2018: 543-550 - [e3]Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Javier J. Sánchez Medina, Massimo Vecchio, Xin-She Yang:
Intelligent Distributed Computing XII, 12th International Symposium on Intelligent Distributed Computing, IDC 2018, Bilbao, Spain, 15-17 October 2018. Studies in Computational Intelligence 798, Springer 2018, ISBN 978-3-319-99625-7 [contents]
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