Publications by the researcher in collaboration with Julio Rodríguez Banga (26)

2024

  1. Improved cooperative Ant Colony Optimization for the solution of binary combinatorial optimization applications

    Expert Systems, Vol. 41, Núm. 8

  2. Population based metaheuristics in Spark: Towards a general framework using PSO as a case study

    Swarm and Evolutionary Computation, Vol. 85

2023

  1. Automated Design of Synthetic Gene Circuits in the Presence of Molecular Noise

    ACS synthetic biology, Vol. 12, Núm. 10, pp. 2865-2876

  2. Global Optimization Approach for Parameter Estimation in Stochastic Dynamic Models of Biosystems

    IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 20, Núm. 3, pp. 1971-1982

  3. IDESS: A toolbox for identification and automated design of stochastic gene circuits

    Bioinformatics, Vol. 39, Núm. 11

  4. Self-adaptive Cooperation Scheme in a Parallel ACO Algorithm for Binary Combinatorial Problems

    VI Congreso XoveTIC: impulsando el talento científico

2022

  1. An efficient ant colony optimization framework for HPC environments

    Applied Soft Computing, Vol. 114

  2. Automated design of synthetic biocircuits in the stochastic regime

    IFAC-PapersOnLine

  3. Parallel ant colony optimization for the training of cell signaling networks

    Expert Systems with Applications, Vol. 208

2020

  1. Spark implementation of the enhanced Scatter Search metaheuristic: Methodology and assessment

    Swarm and Evolutionary Computation, Vol. 59

2019

  1. Hybrid parallel multimethod hyperheuristic for mixed-integer dynamic optimization problems in computational systems biology

    Journal of Supercomputing, Vol. 75, Núm. 7, pp. 3471-3498

2018

  1. Implementing cloud-based parallel metaheuristics: an overview

    Journal of Computer Science and Technology, Vol. 18, Núm. 3

  2. Multimethod optimization for reverse engineering of complex biological networks

    ACM International Conference Proceeding Series

  3. Multimethod optimization in the cloud: A case-study in systems biology modelling

    Concurrency Computation , Vol. 30, Núm. 12

  4. Towards cloud-based parallel metaheuristics: A case study in computational biology with Differential Evolution and Spark

    International Journal of High Performance Computing Applications, Vol. 32, Núm. 5, pp. 693-705

  5. Una metaheurística paralela para grandes problemas de optimización dinámica entera mixta, con aplicaciones en la biología computacional

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2017

  1. A cloud-based enhanced differential evolution algorithm for parameter estimation problems in computational systems biology

    Cluster Computing, Vol. 20, Núm. 3, pp. 1937-1950

  2. A novel distributed multimethod to solve challenging global optimization problems in Computational Systems Biology

    Actas XIII Congreso Galego de Estatística e Investigación de Operacións: Ferrol, do 26 ao 28 de outubro de 2017

  3. A parallel metaheuristic for large mixed-integer dynamic optimization problems, with applications in computational biology

    PLoS ONE, Vol. 12, Núm. 8

  4. Evaluation of parallel differential evolution implementations on MapReduce and spark

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