Listar Documentos de Trabajo e Informes Técnicos por autor "Echegoyen Arruti, Carlos"

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      A quantitative analysis of estimation of distribution algorithms based on Bayesian networks 

      Echegoyen Arruti, Carlos; Mendiburu Alberro, Alexander; Santana Hermida, Roberto ORCID; Lozano Alonso, José Antonio (2009)
      The successful application of estimation of distribution algorithms (EDAs) to solve different kinds of problems has reinforced their candidature as promising black-box optimization tools. However, their internal behavior is ...
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      Analyzing limits of effectiveness in different implementations of estimation of distribution algorithms 

      Echegoyen Arruti, Carlos; Zhang, Qingfu; Mendiburu Alberro, Alexander; Santana Hermida, Roberto ORCID; Lozano Alonso, José Antonio (2011)
      Conducting research in order to know the range of problems in which a search algorithm is effective constitutes a fundamental issue to understand the algorithm and to continue the development of new techniques. In this ...
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      MATEDA: A suite of EDA programs in Matlab 

      Santana Hermida, Roberto ORCID; Echegoyen Arruti, Carlos; Mendiburu Alberro, Alexander; Bielza, Concha; Lozano Alonso, José Antonio; Larrañaga Múgica, Pedro; Armañanzas Arnedillo, Rubén; Shakya, Siddartha (2009)
      This paper describes MATEDA-2.0, a suite of programs in Matlab for estimation of distribution algorithms. The package allows the optimization of single and multi-objective problems with estimation of distribution algorithms ...