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2017
Journal Articles
E. Osaba; R. Carballedo; F. Diaz; E. Onieva; A. Masegosa; A. Perallos. Good Practice Proposal for the Implementation, Presentation, and Comparison of Metaheuristics for Solving Routing Problems. Neurocomputing, IN PRESS.
E. Osaba; X.-S. Yang; F. Diaz; E. Onieva; A. Masegosa; A. Perallos. A Discrete Firefly Algorithm to Solve a Rich Vehicle Routing Problem Modelling a Newspaper Distribution System with Recycling Policy. Soft Computing, vol 21 (18), pp. 5295-5308. 2017.
E. Onieva; E. Osaba; I. Angulo; A. Moreno; A. Bahillo, A. Perallos. Improvement of Drug Delivery Routes Through the Adoption of Multi-Operator Evolutionary Algorithms and Intelligent Vans Capable of Reporting Real-Time Incidents. IEEE Transactions on Automation Science and Engineering, vol 14 (2), pp 1009 - 1019, 2017.
Book chapters
E. Osaba; R. Carballedo; X.-S. Yang; I. Fister Jr; P. Lopez; J. Del Ser. On efficiently solving the Vehicle Routing Problem with Time Windows using the Bat Algorithm with Random Reinsertion Operators. Nature-Inspired Algorithms and Applied Optimization, IN PRESS, 2017.
A. Masegosa; E. Onieva; P. Lopez; E. Osaba. Applications of Soft Computing in Intelligent Transportation Systems. Soft Computing based Optimization and Decision Models, part of Studies in Fuzziness and Soft Computing book series, vol 360, pp. 63-81, 2017.
Educational or pedagogical publications
E. Osaba; A. Bahillo. Social and digital researcher profile: a practical procedure to exploit the researcher opportunities in the international scientific community in terms of visibility, recognition and curriculum. 7th University Conference on Innovation and Quality: “Good Academic and Management Practices for the Learning Innovation Process in the European Higher Education Area (EHEA)", pp 63-71. ISBN: 978-84-271-4001-1, 2017.
Conference Proceedings
N. Rebernik; E. Osaba; A. Bahillo; D. Montero. A Vision of a Smart City Addressing the Needs of Disabled Citizens. II International Congress on Technology and Tourism for All, TO BE PRESENTED, 2017.
I. de la Iglesia; U. Hernandez-Jayo; M. Januszewski; J. Stanczak; E. Osaba; R. Carballedo. Efficient Cluster-Based Resource Allocation for Co-Existing Vehicle and Cellular Users. IEEE Vehicular Networking Conference, 2016.
E. Osaba; P. Lopez-Garcia; E. Onieva; A.D. Masegosa; L. Serrano; H. Landaluce. Application of Artificial Intelligence Techniques to Traffic Prediction and Route Planning: the vision of TIMON project. 12th ITS European Congress. 2017.
I. Fister Jr; E. Osaba; U. Mlakar; J. Brest; I. Fizter. Adaptation of sport training plans by swarm intelligence 23rd International Conference on Soft Computing, MENDEL, 2017.
2016
Journal Articles
E. Osaba; E. Onieva; A. Moreno; P. Lopez; A. Perallos; P. G. Bringas. Decentralized Intelligent Transport System with distributed intelligence based on classification techniques. IET Intelligent Transport Systems,vol 10(10), pp 674-682, 2016.
E. Osaba; F. Diaz.Design and Implementation of a Combinatorial Optimization Multi-population Meta-heuristic for Solving Vehicle Routing Problems. International Journal of Interactive Multimedia and Artificial Intelligence,vol 4(2), pp 89-90, 2016.
E. Osaba; X.-S. Yang; F. Diaz; P. Lopez; R. Carballedo. An improved discrete bat algorithm for symmetric and asymmetric Traveling Salesman Problems. Engineering Applications of Artificial Intelligence, vol 48, pp 59-71, 2016.
A. Moreno, E. Osaba; E. Onieva, A. Perallos, G. Iovino, Pablo Fernandez. Design and Field Experimentation of a Cooperative ITS Architecture Based on Distributed RSUs. Sensors, vol 16(7), pp 1147, 2016.
P. Lopez; E. Onieva; E. Osaba; A. Masegosa; A. Perallos. GACE: A meta-heuristic based in the hybridization of Genetic Algorithms and Cross Entropy methods for continuous optimization. Expert Systems With Applications, vol 55, pp 508-519, 2016.
P. Lopez-Garcia; E. Onieva; E. Osaba; A.D. Masegosa, A. Perallos. A Hybrid Method for Short-Term Traffic Congestion Forecasting Using Genetic Algorithms and Cross Entropy. IEEE Transactions on Intelligent Transportation Systems, vol 17(2), pp 557-569, 2016.
E. Onieva; P. Lopez; A. Masegosa; E. Osaba; A. Perallos. A comparative study on the performance of evolutionary fuzzy and crisp rule based classification methods in congestion prediction. Transportation Research Procedia, vol 14, pp 4458-4467, 2016.
Book chapters
E. Osaba; R. Carballedo; X.-S. Yang; F. Diaz. An Evolutionary Discrete Firefly Algorithm with Novel Operators for Solving the Vehicle RoutingProblem with Time Windows. Nature-Inspired Computation in Engineering, pp. 21-41. 2016.
Conference papers indexed as book chapters
Pedro Lopez-Garcia; Eneko Osaba; Enrique Onieva; Antonio D. Masegosa; Asier Perallos Short-term traffic congestion forecasting using hybrid metaheuristics and rule-based methods: A comparative study. 17th Conference of the Spanish Association for Artificial Intelligence. Lecture Notes in Computer Sciences, pp 290-299, 2016.
Conference Proceedings
E. Osaba; R. Carballedo; P. Lopez; F. Diaz. Comparison between Golden Ball Meta-heuristic, Evolutionary Simulated Annealing and Tabu Search for the Traveling Salesman Problem. Proceedings of the 2016 conference on Genetic and evolutionary computation companion, pp. 1469-1470, 2016.
E. Osaba; P. Lopez; A. Masegosa; E. Onieva; H. Landaluce; A. Perallos. TIMON Project: Description and Preliminary Tests for Traffic Prediction Using Evolutionary Techniques. Proceedings of the 2016 conference on Genetic and evolutionary computation companion, pp. 1471-1472, 2016.
2015
PhD Thesis
E. Osaba. Diseño e implementación de una nueva meta-heurística multi-poblacional de optimización combinatoria enfocada a la resolución de problemas de asignación de rutas a vehículos.
Journal Articles
E. Osaba; E. Onieva; F. Diaz; R. Carballedo; P. Lopez; A. Perallos. A migration strategy for distributed evolutionary algorithms based on stopping non-promising subpopulations: A case study on routing problems. International Journal of Artificial Intelligence, vol 13(2), pp 46-56, 2015.
E. Onieva; U. Hernandez-Jayo, E. Osaba; A. Perallos; X. Zhang. A Multi-Objective Evolutionary Algorithm for the Tuning of Fuzzy Rule Bases for Uncoordinated Intersections in Autonomous Driving. Information Sciences, vol 321, pp 14-30, 2015.
A.D Masegosa, E. Onieva; P. Lopez-Garcia; E. Osaba; A. Perallos. An adaptive local search with prioritized tracking for Dynamic Environments. International Journal of Computational Intelligence Systems, vol 8(6), pp 1053-1075, 2015.
Books Edited
E. Onieva; I. Santos; E. Osaba; H. Quintián, E. Corchado. Hybrid Artificial Intelligent Systems. Lecture Notes in Computer Science, Vol. 9121.
Conference papers indexed as book chapters
E. Osaba; F. Diaz; E. Onieva; P. Lopez; R. Carballedo; A. Perallos. A Parallel Meta-Heuristic for Solving a Multiple Asymmetric Traveling Salesman Problem with Simultaneous Pickup and Delivery modeling Demand Responsive Transport Problem. International Conference on Hybrid Artificial Intelligent Systems (HAIS 2015), Lecture Notes in Computer Sciences, pp 557-567, 2015.
Conference Proceedings
E. Osaba; E. Onieva; F. Diaz; R. Carballedo; P. Lopez; A. Perallos. An Asymmetric Multiple Traveling Salesman Problem with Backhauls to solve a Dial-a-Ride Problem. IEEE 13th International Symposium on Applied Machine Intelligence and Informatics, pp 151-156, 2015.
P. Lopez; E. Onieva; A. Perallos; L. Arjona; E. Osaba. Optimización de Sistemas Basados en Reglas Difusas para la predicción de congestión a corto plazo. X Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, pp 621-628 2015.
P. Lopez; E. Onieva; E. Osaba; A. Masegosa A. Perallos. Hybridizing Genetic Algorithm with Cross Entropy for Solving Continuous Functionsm. Proceedings of the 2015 conference on Genetic and evolutionary computation companion, pp 763-764, 2015.
Informative Journals
E. Osaba; F. Diaz. Golden Ball meta-heuristic o cómo fútbol y la planificación de rutas tienen mucho que ver. Revista Deusto Ingeniería, vol. 15(1), pp 28-29, 2015
2014
Journal Articles
E. Osaba; R. Carballedo; F. Diaz; E. Onieva; I. de la Iglesia, A. Perallos. Crossover versus Mutation: A Comparative Analysis of the Evolutionary Strategy of Genetic Algorithms Applied to Combinatorial Optimization Problems. The Scientific World Journal, vol. 2014, Article ID 154676, 22 pages, 2014.
E. Osaba; F. Diaz; E. Onieva; R. Carballedo; A. Perallos. AMCPA: A Population Metaheuristic With Adaptive Crossover Probability and Multi-Crossover Mechanism for Solving Combinatorial Optimization Problems. International Journal of Artificial Intelligence, vol. 12(2), 1-23, 2014.
E. Osaba; F. Diaz; R. Carballedo; E. Onieva; A. Perallos. Focusing on the Golden Ball meta-heuristic: An extended study on a wider set of problems. The Scientific World Journal, vol. 2014, Article ID 563259, 17 pages, 2014.
X. Zhang; E. Onieva; A. Perallos; E. Osaba; V. C.S.-Lee. Hierarchical Fuzzy Rule Based System Optimized with Genetic Algorithms for Short Term Traffic Congestion Prediction. Transportation Research Part C: Emerging Technologies, vol. 43(1), 127-142, 2014.
[
Datasets]
E. Osaba; F. Diaz; E. Onieva. Golden Ball: A Novel Meta-Heuristic to Solve Combinatorial Optimization Problems Based on Soccer Concepts. Applied Intelligence, 41(1), pp. 145-166. 2014
[Datasets]
E. Onieva; E. Osaba; X. Zhang; A. Perallos. GABF: Genetic Algorithm with Base Fitness for Obtaining Generality from Partial Results: Study in Autonomous Intersection by Fuzzy Logic. Applied Intelligence, 41(1), pp. 1-12. 2014
E. Osaba; E. Onieva; F. Díaz; R. Carballedo; A. Perallos. Comments on 'Albayrak, M., & Allahverdy N. (2011). Development a new mutation operator to solve the Traveling Salesman Problem by aid of Genetic Algorithms. Expert Systems with Applications, 38(3), 1313-1320': A Proposal of Good Practice. Expert Systems with Applications. 41(4), pp. 1530-1531. 2014.
E. Alvarez; F. Diaz; E. Osaba. A multi-agent approach for dynamic production and distribution scheduling. International Journal of Engineering Management and Economics. 4(3/4), pp. 229-248. 2014
Conference papers indexed as book chapters
E. Osaba; R. Carballedo; F. Díaz; E. Onieva; A. Perallos. A Proposal of Good Practice in the Formulation and Comparison of Meta-heuristics for Solving Routing Problems. International Joint Conference SOCO’14-CISIS’14-ICEUTE’14. Advances in Intelligent Systems and Computing, 299, pp 31-40, 2014
E. Osaba; E. Onieva; R. Carballedo; F. Díaz; A. Perallos. An Adaptive Multi-Crossover Evolutionary Algorithm for Solving Routing Problems. Nature Inspired Cooperative Strategies for Optimization (NICSO 2013). Studies in Computational Intelligence, 512, pp 113-124, 2014
[Datasets]
Conference Proceedings
E. Osaba; F. Díaz; R. Carballedo; I. de la Iglesia; E. Onieva; A. Perallos. A study on the efficiency of neutral crossover operators in genetic algorithms applied to the bin packing problem. Proceedings of the 2014 conference on Genetic and evolutionary computation companion, pp 1471-1472, 2014
E. Osaba; F. Díaz; R. Carballedo; E. Onieva; P. Lopez. A study on the impact of heuristic initialization functions in a genetic algorithm solving the N-queens problem. Proceedings of the 2014 conference on Genetic and evolutionary computation companion, pp 1473-1474, 2014
E. Osaba; R. Carballedo; F. Díaz; E. Onieva; P. Lopez; A. Perallos. On the influence of using initialization functions on genetic algorithms solving combinatorial optimization problems: a first study on the TSP. IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), ISBN: 978-1-4799-3346-4, 2014
2013
Journal Articles
E. Osaba; E. Onieva; R. Carballedo; F. Díaz; A. Perallos; X. Zhang. A multi-crossover and adaptive island based population algorithm for solving routing problems. Journal of Zhejiang University SCIENCE C 14(11), pp 815-821, 2013
[Datasets]
E. Osaba; R. Carballedo; F. Díaz; A. Perallos. Discussion related to” Wang, C.-H., & Lu J.-Z.(2009). A hybrid genetic algorithm that optimizes capacitated vehicle routing problem. Expert Systems with Applications, 36 (2), 2921-2936”. Expert Systems with Applications. 40(14), pp. 5425-5426. 2013.
E. Osaba; R. Carballedo; F. Díaz; E. Onieva; A. Perallos. New results in the suitability analysis of using blind crossover operators in genetic algorithms for solving routing problems. SCIENTIFIC BULLETIN of The “POLITEHNICA” University of Timişoara, Romania, Transactions on AUTOMATIC CONTROL and COMPUTER SCIENCE. 58(72), pp. 111-118. 2013.
Conference papers indexed as book chapters
E. Álvarez; E. Osaba; L. Villalón; F. Díaz. An Integrated Production and Distribution Scheduling Approach for Exceptions Handling. 23rd International Conference on Flexible Automation & Intelligent Manufacturing (FAIM 2013). Advances in Sustainable and Competitive Manufacturing Systems, Lecture Notes in Mechanical Engineering. pp 813-823, 2013
Conference Proceedings
E. Osaba; F. Díaz; E. Onieva. A novel meta-heuristic based on soccer concepts to solve routing problems. Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference companion, pp 1743-1744, 2013
E. Álvarez; L. Villalón; E. Osaba; F. Díaz. Sistema Integrado de Planificación de la Producción y Distribución para la Gestión de Excepciones. XVII Congreso de Ingeniería de Organización (CIO 2013). pp 1007.1015, 2013
E. Osaba; R. Carballedo; F. Díaz; A. Perallos. Analysis of the suitability of using blind crossover operators in genetic algorithms for solving routing problems. IEEE 8th International Symposium on Applied Computational Intelligence and Informatics (SACI), pp 17-22, 2013
