Now showing items 1-3 of 3

    • Evaluation of Parallel Differential Evolution Implementations on MapReduce and Spark 

      Teijeiro, Diego; Pardo, Xoán C.; Penas, David R.; González Gómez, Patricia; Banga, Julio R.; Doallo Biempica, Ramón (Springer, 2017-09)
      [Abstract] Global optimization problems arise in many areas of science and engineering, computational and systems biology and bioinformatics among them. Many research efforts have focused on developing parallel metaheuristics ...
    • Multimethod Optimization for Reverse Engineering of Complex Biological Networks 

      González Gómez, Patricia; Penas, David R.; Pardo, Xoán C.; Banga, Julio R.; Doallo Biempica, Ramón (Association for Computing Machinery, 2018-09)
      [Abstract] Optimization problems appears in different areas of science and engineering. This paper considers the general problem of reverse engineering in computational biology by means of mixed-integer nonlinear dynamic ...
    • Using the Cloud for Parameter Estimation Problems: Comparing Spark vs MPI with a Case-Study 

      González Gómez, Patricia; Pardo, Xoán C.; Penas, David R.; Teijeiro, Diego; Banga, Julio R.; Doallo Biempica, Ramón (Institute of Electrical and Electronics Engineers, 2017-07-13)
      [Abstract] Systems biology is an emerging approach focused in generating new knowledge about complex biological systems by combining experimental data with mathematical modeling and advanced computational techniques. Many ...