Publications by the researcher in collaboration with JOSE ANTONIO LOZANO ALONSO (9)

2015

  1. Comprehensive characterization of the behaviors of estimation of distribution algorithms

    Theoretical Computer Science, Vol. 598, pp. 64-86

2013

  1. On the taxonomy of optimization problems under estimation of distribution algorithms

    Evolutionary Computation, Vol. 21, Núm. 3, pp. 471-495

2012

  1. Toward understanding EDAs based on bayesian networks through a quantitative analysis

    IEEE Transactions on Evolutionary Computation, Vol. 16, Núm. 2, pp. 173-189

2011

  1. On the limits of effectiveness in estimation of distribution algorithms

    2011 IEEE Congress of Evolutionary Computation, CEC 2011

2010

  1. Estimation of Bayesian networks algorithms in a class of complex networks

    2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

  2. Mateda-2.0: Estimation of distribution algorithms in MATLAB

    Journal of Statistical Software, Vol. 35, Núm. 7, pp. 1-30

2009

  1. Analyzing the probability of the optimum in EDAs based on bayesian networks

    2009 IEEE Congress on Evolutionary Computation, CEC 2009

2008

  1. The impact of exact probabilistic learning algorithms in EDAs based on Bayesian networks

    Studies in Computational Intelligence, Vol. 157, pp. 109-139

2007

  1. Exact Bayesian network learning in estimation of distribution algorithms

    2007 IEEE Congress on Evolutionary Computation, CEC 2007