Homepage

Nguyen Dang

Address : Room 0.28, Jack Cole building

North Haugh, St Andrews, Fife

KY16 9SX, United Kingdom

Telephone : +44 (0)1334 46 3690

I'm a research fellow in the AI group at the University of St Andrews. My research focuses on using automatic algorithm configuration and analysis methods for algorithm parameter importance to support algorithm design process. At St Andrews, I'm applying techniques from automatic algorithm configuration, algorithm selection and algorithm parameter analyses on the constraint modelling toolchain developed by the group.

I did my PhD at KU Leuven (campus Kortrijk) with Prof. Patrick De Causmaecker and Dr. Thomas Stützle. My PhD thesis is about "Data analytics for algorithm design".

Checkout my CV here and Google Scholar.

Publications and talks

  • Özgür Akgün, Nguyen Dang, Ian Miguel, Andras Salamon, and Christopher Stone (2019) Instance Generation via Generator Instances. Accepted at the 28th International Joint Conference on Artificial Intelligence (CP 2019)
  • Patrick Spracklen, Nguyen Dang, Özgür Akgün, and Ian Miguel (2019) Automatic Streamlining for Constrained Optimisation. Accepted at the 28th International Joint Conference on Artificial Intelligence (CP 2019)
  • Saad Attieh, Nguyen Dang, Christopher Jefferson, Ian Miguel, and Peter Nightingale (2019) Athanor: High-Level Local Search Over Abstract Constraint Specifications in Essence. Accepted at the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)
  • Nguyen Dang, and Carola Doerr (2019) Hyper-Parameter Tuning for the (1+(lambda,lambda)) GA. Accepted at The Genetic and Evolutionary Computation Conference (GECCO 2019) [arxiv]
  • Niels Elgers, Nguyen Dang, and Patrick De Causmaecker (2019) "A Metaheuristic Approach to Compute Pure Nash Equilibria." In Bioinspired Heuristics for Optimization, pp. 221-233. Springer
  • Nguyen Dang, and Patrick De Causmaecker (2018) "Analysis of Algorithm Components and Parameters: Some Case Studies." In International Conference on Learning and Intelligent Optimization, pp. 288-303. Springer
  • Corstjens, Jeroen, Nguyen Dang, Benoît Depaire, An Caris, and Patrick De Causmaecker (2018) "A combined approach for analysing heuristic algorithms." Journal of Heuristics, pp 1-38
  • Ceschia, Sara, Nguyen Dang, Patrick De Causmaecker, Stefaan Haspeslagh, and Andrea Schaerf. (2018) "The second international nurse rostering competition." Annals of operations research 274, pp 171-186 [competition website]
  • Nguyen Dang, Leslie Pérez Cáceres, Thomas Stützle, Patrick De Causmaecker (2017) Configuring irace using surrogate configuration benchmarks. In Proceeding of the Genetic and Evolutionary Computation Conference (GECCO) 2017. Best paper award (ECOM track) [technical report, supplementary materials]
  • Nguyen Dang, Patrick De Causmaecker (2016) Characterization of neighborhood behaviours in a multi-neighborhood local search algorithm. In Proceedings of the 10th Learning and Intelligent Optimization [an extended version, source code]
  • Nguyen Dang, Patrick De Causmaecker (2016) A study on automated parameter tuning tools and analysis of parameters' importance. Presented at EU/ME 2016 [slides, source code]
  • Nguyen Thi Thanh Dang, Patrick De Causmaecker (2014). Motivations for the Development of a Multi-objective Algorithm Configurator. In Proceedings of the 3rd International Conference on Operations Research and Enterprise Systems (pp. 328-333)
  • Nguyen Thi Thanh Dang, Tien Ba Dinh (2011) A Multi-Stage Local Search for a Real-world Vehicle Routing Problem, In proceedings of the 7th International Conference on Natural Computation (ICNC 2011), Shanghai, China, IEEE, pp. 2157-9555, ISBN 978-1-4244-9950-2, ISSN 2157-9555
  • Khoa Trinh, Nguyen Dang, Tien Dinh (2011) An Approximation Approach for a Real-World Variant of Vehicle Routing Problem, the 3rd Asian Conference on Intelligent Information and Database Systems (ACIIDS 2011), Korea, April 2011, book chapter in New Challenges for Intelligent Information and Database Systems, SCI 351, pp. 87-96, Springer-Verlag Berlin Heidelberg, ISBN 978-3-642-19952-3-0, ISSN 1860-949X
  • Khang Nguyen, Nguyen Dang, Khon Trieu, Nuong Tran (2010) Automating a Real-World University Timetabling Problem with Tabu Search Algorithm, in the Proceedings of the 2010 IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF2010), Hanoi, Vietnam, IEEE, pp. 1 - 6, ISBN: 978-1-4244-8074-6