Publicacions en col·laboració amb investigadors/es de Universidad de Cantabria (23)

2016

  1. Genetic programming model regularization

    Studies in Computational Intelligence (Springer Verlag), pp. 105-120

  2. Model-driven regularization approach to straight line program genetic programming

    Expert Systems with Applications, Vol. 57, pp. 76-90

2013

  1. Model Complexity control in straight line program genetic programming

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

2012

  1. Model regularization in coevolutionary architectures evolving straight line code

    Studies in Computational Intelligence

2011

  1. Penalty Functions for Genetic Programming Algorithms

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

2010

  1. Coevolutionary architectures with straight line programs for solving the symbolic regression problem

    ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation

  2. Model selection in genetic programming

    Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10

  3. The role of keeping "semantic blocks" invariant: Effects in linear genetic programming performance

    ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation

2009

  1. A new linear genetic programming approach based on straight line programs: Some theoretical and experimental aspects

    International Journal on Artificial Intelligence Tools, Vol. 18, Núm. 5, pp. 757-781

  2. Adaptation, performance and vapnik-chervonenkis dimension of straight line programs

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

  3. Evolution strategies for constants optimization in genetic programming

    Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

2008

  1. Computing surrogate constraints for multidimensional knapsack problems using evolution strategies

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

  2. Straight line programs: A new linear genetic programming approach

    Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

2007

  1. A word equation solver based on levensthein distance

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

  2. Finiteness properties of some families of GP-trees

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

  3. Finiteness properties of some families of GP-trees

    XII Conferencia de la Asociación Española para la Inteligencia Artificial: (CAEPIA 2007). Actas

  4. Vapnik-Chervonenkis dimension of parallel arithmetic computations

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

2006

  1. A flipping local search genetic algorithm for the multidimensional 0-1 knapsack problem

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

2005

  1. An evolutionary strategy for the multidimensional 0-1 knapsack problem based on genetic computation of surrogate multipliers

    Lecture Notes in Computer Science

  2. On the number of random digits required in monteCarlo integration of definable functions

    Lecture Notes in Computer Science