2017

  • J. Ceberio, B. Calvo, A. Mendiburu, J.A. Lozano. Multi-objectivising Combinatorial Optimisation Problems by means of Elementary Landscape Decomposition. Evolutionary Computation. Accepted for publication. Supplementary material.
  • J. Ceberio, A. Mendiburu, J.A. Lozano. A Square Lattice Probability Model for Optimising the Graph Partitioning Problem. 2017 IEEE Congress on Evolutionary Computation (CEC-2017), pp. 1629-1636, Donostia/San Sebastian, Spain, 5-8 June 2017. Supplementary material. Slides.
  • J. Ceberio, A. Mendiburu, J.A. Lozano. Are We Generating Instances Uniformly at Random? 2017 IEEE Congress on Evolutionary Computation (CEC-2017), pp. 1645-1651, Donostia/San Sebastian, Spain, 5-8 June 2017. Slides.
  • A. Shirazi, J. Ceberio, J.A. Lozano. Evolutionary Algorithms in Optimal Low-Thrust Trajectory Design for Spacecraft Orbital Precession Mission. 2017 IEEE Congress on Evolutionary Computation (CEC-2017), pp. 1779-1786, Donostia/San Sebastian, Spain, 5-8 June 2017.

2016

  • E. Irurozki, J. Ceberio, J. Santamaria, R. Santana, A. Mendiburu. perm_mateda: A matlab toolbox of estimation of distribution algorithms for permutation-based combinatorial optimization problems. ACM Transactions on Mathematical Software. Under review.
  • I. Roman, J. Ceberio, A. Mendiburu, J.A. Lozano. Bayesian Optimization for Parameter Tuning in Evolutionary Algorithms. 2016 IEEE World Congress on Computational Intelligence (WCCI-2016), pp. 4839-4845, Vancouver, Canada, 25-29 July 2016. Supplementary material.
  • J. Ceberio, A. Mendiburu, J.A. Lozano. A Note on the Boltzmann Distribution and the Linear Ordering Problem. Conference of the Spanish Association for Artificial Intelligence, pp. 441-446, Salamanca, Spain, 13-15 September 2016.

2015

  • J. Ceberio, B. Calvo, A. Mendiburu, J.A. Lozano. Multiobjectivising the Quadratic Assignment Problem by means of an Elementary Landscape Decomposition. Advances in Artificial Intelligence: 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015 Albacete, Spain, November 9--12, 2015 Proceedings. Supplementary material. 2nd Best Paper Award.
  • J. Ceberio, E. Irurozki, A. Mendiburu, J.A. Lozano. A Review of Distances for the Mallows and Generalized Mallows Estimation of Distribution Algorithms. Journal of Computational Optimization and Applications. Vol. 62, No. 2, Pp. 545-564. Supplementary Data.
  • J. Ceberio. Solving Permutation-based Combinatorial Optimization Problems with Estimation of Distribution Algorithms and Extensions Thereof. LAP Lambert Academic Publishing . ISBN 978-3-659-67080-0.
  • J. Ceberio, A. Mendiburu, J.A. Lozano. Kernels of Mallows Models for Solving Permutation-based Problems. In Proceedings of 2015 Genetic and Evolutionary Computation Conference (GECCO-2015), pp. 505-512, Madrid, Spain, 11-15, July 2015. Best paper nomination, Supplementary Material. Slides.
  • J. Ceberio, R. Santana, A. Mendiburu, J.A. Lozano. Mixtures of Generalized Mallows models for solving the Quadratic Assignment Problem. 2015 IEEE Congress on Evolutionary Computation (CEC-2015),pp.2050-2057, Sendai, Japan, 25-28 May 2015.
  • J. Ceberio, A. Mendiburu, J.A. Lozano. A comparison of Estimation of Distribution Algorithms for the Linear Ordering Problem. X Congreso Español de Metaheuristicas, Algoritmos Evolutivos y Bioinspirados (MAEB-2015), pp. 19-25, Merida, Spain, 4-6 February 2015. Slides.
  • J. Santamaria, J. Ceberio, R. Santana, A. Mendiburu, J.A. Lozano. Introducing Mixtures of Generalized Mallows in Estimation of Distribution Algorithms. X Congreso Español de Metaheuristicas, Algoritmos Evolutivos y Bioinspirados (MAEB-2015), pp. 97-102, Merida, Spain, 4-6 February 2015. Slides.
  • J. Ceberio, A. Mendiburu, J.A. Lozano. The Linear Ordering Problem Revisited. European Journal of Operational Research. Vol. 241, No. 3, Pp. 686-696. Elsevier. Supplementary Data.

2014

  • E. Irurozki, J. Ceberio, B. Calvo, J.A. Lozano. Mallows model under the Ulam distance: a feasible combinatorial approach. Neural Information Processing Systems 2014, Workshop on Analysis of Rank Data, Montreal, Canada 8-13 December 2014
  • E. Irurozki, J. Ceberio, B. Calvo, J.A. Lozano. Sampling and learning the Mallows model under the Ulam distance. Department of Computer Science and Artificial Intelligence. University of the Basque Country UPV/EHU. Download.
  • J. Ceberio, E. Irurozki, A. Mendiburu, J.A. Lozano. Extending Distance-based Ranking Models in Estimation of Distribution Algorithms. 2014 IEEE Congress on Evolutionary Computation (CEC-2014), pp. 2459-2466, Beijing, China, 6-11 July 2014. Supplementary Data.

2013

  • J. Ceberio, L. Hernando, A. Mendiburu, J.A. Lozano. Understanding Instance Complexity in the Linear Ordering Problem. Intelligent Data Engineering and Automated Learning -- IDEAL 2013: 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013. Proceedings. Supplementary Data.
  • J. Ceberio, A. Mendiburu, J.A. Lozano. The Plackett-Luce Ranking Model on Permutation-based Optimization Problems. 2013 IEEE Congress on Evolutionary Computation (CEC-2013), pp. 494 - 501, Cancun, Mexico, 20-23 June 2013. Supplementary Data.
  • J. Ceberio, E. Irurozki, A. Mendiburu, J.A. Lozano. A Distance-based Ranking Model Estimation of Distribution Algorithm for the Flowshop Scheduling Problem. IEEE Transactions on Evolutionary Computation. Vol 18, No. 2, Pp. 286-300. April 2014. Supplementary Data.

2012

  • J. Ceberio, E. Irurozki, A. Mendiburu, J.A. Lozano. A review on Estimation of Distribution Algorithms in Permutation-based Combinatorial Optimization Problems. Progress in Artificial Intelligence. Vol 1, No. 1, Pp. 103-117. April 2012. Springer. Supplementary Data.

2011

  • J. Ceberio, A. Mendiburu, J.A. Lozano. Introducing The Mallows Model on Estimation of Distribution Algorithms.Neural Information Processing: 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part II. Pp. 461-470.
  • J. Ceberio, A. Mendiburu, J.A. Lozano. A Preliminary Study on EDAs for Permutation Problems Based on Marginal-based Models. In Proceedings of 2011 Genetic and Evolutionary Computation Conference (GECCO-2011), Dublin, Ireland, 12-16, July 2011. Pp. 609-616.

2007

  • O. Davidyuk, J. Ceberio and J. Riekki. An Algorithm for Task-Based Application Composition. In Proceedings of International Conference on Software Engineering and Applications (SEA-2007), Cambridge, Massachusetts, USA, November 2007.
  • O. Davidyuk, I. Selek, J. Ceberio and J. Riekki. Application of Micro-Genetic Algorithm for Task Based Computing. In Proceedings of International Conference on Intelligent Pervasive Computing (IPC-2007), Jeju Island, Korea, October 2007.
  • O. Davidyuk, J. Ceberio and J. Riekki. An application allocation algorithm for pervasive environments. In Proceedings of IADIS International Conference on Intelligent Systems and Agents (ISA-2007), Lisbon, Portugal, 3-5 July 2007.