Publicaciones en colaboración con investigadores/as de Universidade de Lisboa (30)

2020

  1. Population sizing of cellular evolutionary algorithms

    Swarm and Evolutionary Computation, Vol. 58

2019

  1. Genealogical patterns in evolutionary algorithms

    GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion

2018

  1. Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics

    2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings

  2. Particle swarm and population structure

    GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion

  3. Revisiting population structure and particle swarm performance

    IJCCI 2018 - Proceedings of the 10th International Joint Conference on Computational Intelligence

2017

  1. Spatially structured evolutionary algorithms: Graph degree, population size and convergence speed

    Studies in Computational Intelligence, Vol. 737, pp. 15-25

2016

  1. Dynamic topologies for particle swarms

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Particle swarm optimization with dynamic topology and conservation of evaluations

    Studies in Computational Intelligence (Springer Verlag), pp. 97-111

2014

  1. Cooperative selection: Improving tournament selection via altruism

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Designing robust volunteer-based evolutionary algorithms

    Genetic Programming and Evolvable Machines, Vol. 15, Núm. 3, pp. 221-244

  3. Dynamic and partially connected ring topologies for evolutionary algorithms with structured populations

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Particle swarms with dynamic topologies and conservation of function evaluations

    ECTA 2014 - Proceedings of the International Conference on Evolutionary Computation Theory and Applications

  5. Shuffle and mate: A dynamic model for spatially structured evolutionary algorithms

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 8672, pp. 50-59

  6. The sandpile scheduler: How self-organized criticality may lead to dynamic load-balancing

    Cluster Computing, Vol. 17, Núm. 2, pp. 191-204

2013

  1. A study on time-varying partially connected topologies for the particle swarm

    2013 IEEE Congress on Evolutionary Computation, CEC 2013

  2. An analysis of a selecto-Lamarckian model of multimemetic algorithms with dynamic self-organized topology

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Oversized populations and cooperative selection: Dealing with massive resources in parallel infrastructures

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Partially connected topologies for particle swarm

    GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion

  5. Performance and scalability of particle swarms with dynamic and partially connected grid topologies

    IJCCI 2013 - Proceedings of the 5th International Joint Conference on Computational Intelligence

  6. The sandpile mutation Genetic Algorithm: An investigation on the working mechanisms of a diversity-oriented and self-organized mutation operator for non-stationary functions

    Applied Intelligence, Vol. 39, Núm. 2, pp. 279-306