Papers

Here, a selection of published scientific papers is presented.

  • L.Atkinson,R.Mueller-Bady, M.Kappes, “Hybrid Bayesian Evolutionary Optimization for Hyperparameter Tuning“, in Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion – GECCO ’20, 2020, pp. 225-226
  • R. Mueller-Bady, M. Kappes, I. Medina-Bulo, and F. Palomo-Lozano, “An evolutionary hybrid search heuristic for monitor placement in communication networks,” Journal of Heuristics, May 2019.
  • R. Mueller-Bady, M. Kappes, I. Medina-Bulo, and F. Palomo-Lozano, “On the Automated and Reactive Optimization of Highly-Dynamic Communication Network Infrastructures,” Journal of Universal Compuer Science, 2019.
  • R. Mueller-Bady, M. Kappes, I. Medina-Bulo, and F. Palomo-Lozano, “Using evolutionary dynamic optimization for monitor selection in highly dynamic communication infrastructures,” in Proceedings of the Genetic and Evolutionary Computation Conference Companion on – GECCO ’18, 2018, pp. 1672–1679.
  • R. Mueller-Bady, M. Kappes, I. Medina-Bulo, and F. Palomo-Lozano, “On the feasibility of using hybrid evolutionary dynamic optimization for optimal monitor selection in dynamic communication networks,” in NOMS 2018 – 2018 IEEE/IFIP Network Operations and Management Symposium, 2018, pp. 1–4.
  • R. Mueller-Bady, M. Kappes, L. Atkinson, and I. Medina-Bulo, “Multijob: a framework for efficient distribution of evolutionary algorithms for parameter tuning,” in Proceedings of the Genetic and Evolutionary Computation Conference Companion on – GECCO ’17, 2017, pp. 1231–1238.
  • R. Mueller-Bady, M. Kappes, I. Medina-Bulo, and F. Palomo-Lozano, “Optimization of monitoring in dynamic communication networks using a hybrid evolutionary algorithm,” in Proceedings of the Genetic and Evolutionary Computation Conference on – GECCO ’17, 2017, pp. 1200–1207.
  • R. Mueller-Bady, M. Kappes, I. Medina-Bulo, and F. Palomo-Lozano, “Maintaining Genetic Diversity in Multimodal Evolutionary Algorithms using Population Injection,” in Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion – GECCO ’16 Companion, 2016, pp. 95–96.
  • R. Mueller-Bady, M. Kappes, I. M. Bulo, and F. Palomo-Lozano, “Leveraging diversity in evolutionary algorithms using a population injection method,” in 2016 20th International Conference on System Theory, Control and Computing (ICSTCC), 2016, pp. 526–531.
  • R. Mueller-Bady, R. Gad, M. Kappes, and I. Medina-Bulo, “Using Genetic Algorithms for Deadline-Constrained Monitor Selection in Dynamic Computer Networks,” in Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference – GECCO Companion ’15, 2015, pp. 867–874.
  • R. Mueller-Bady, M. Kappes, and I. Medina-Bulo, “Using Population Injection in Evolutionary Computation for improving Genetic Variability in Multimodal Optimization Problems,” in Jornadas Predoctorales de Ingenería, 2015, no. 6.
  • R. Gad, M. Kappes, R. Mueller-Bady, and I. Medina-Bulo, “Header field based partitioning of network traffic for distributed packet capturing and processing,” in Proceedings – International Conference on Advanced Information Networking and Applications, AINA, 2014.
  • R. Mueller-Bady, M. Kappes, and I. Medina-Bulo, “An Approach to use Evolutionary Computation for Computer Network Optimization,” in V Jornadas Predoctorales de Ingenería, 2014, no. 5.
  • R. Gad, D. Baulig, M. Kappes, and R. Mueller-Bady, “Performance Evaluation of On-Demand IP Address Assignment for Layer 2-Devices,” in Proceedings of the Ninth International Network Conference (INC 2012), 2012, pp. 15–24.
  • R. Gad, D. Baulig, M. Kappes, and R. Mueller-Bady, “Performance evaluation of on-demand ip address assignment for layer-2 devices,” in Proceedings of the 9th International Network Conference, INC 2012, 2012.
  • R. Gad, M. Kappes, R. Mueller-Bady, and I. Ritter, “Network Performance in Virtualized Environments,” in 17th IEEE International Conference on Networks, 2011, pp. 275–280.
  • R. Gad, M. Kappes, R. Mueller-Bady, and I. Ritter, “Is your virtualized network really what you think it is?,” in Proceedings of the 4th International Conference on Internet Technologies and Applications, ITA 11, 2011.