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Personal profile


Daniel Guimarans is a Research Fellow in the Data Science and Artificial Intelligence group of the Faculty of IT at Monash University. Prior to that, he held a Senior Researcher - Lecturer (Universitair Hoofddocent) position at the Aviation Academy of the Amsterdam University of Applied Sciences, and worked as a Researcher in the Optimisation Research Group of NICTA (currently Data61).

His research is mainly focussed on the hybridisation of optimisation methods, and its combination with simulation techniques to solve stochastic problems and complex systems. Most of his work is aimed at solving transportation, aviation, manufacturing, and logistics problems.

Education/Academic qualification

Computer Science, PhD, Universitat Autònoma de Barcelona - UAB Barcelona

Research area keywords

  • Optimisation
  • Constraint Programming
  • Metaheuristics
  • Simulation and Modelling
  • Logistics
  • Transportation
  • Routing
  • Aviation

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Research Output 2006 2019

An improved method for scheduling aircraft ground handling operations from a global perspective

Padrón, S. & Guimarans, D., 2019, In : Asia-Pacific Journal of Operational Research. 36, 4, 25 p., 1950020.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

A review of sustainability in aviation: a multidimensional perspective

Guimarans, D., Arias, P., Tomasella, M. & Wu, C-L., 2019, Sustainable Transportation and Smart Logistics: Decision-Making Models and Solutions. Faulin, J., E. Grasman, S., A. Juan, A. & Hirsch, P. (eds.). Amsterdam Netherlands: Elsevier, p. 91-121 31 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Otherpeer-review

A simheuristic algorithm for the capacitated location routing problem with stochastic demands

Quintero-Araujo, C. L., Guimarans, D. & Juan, À. A., 30 Oct 2019, In : Journal of Simulation. p. 1-18 18 p.

Research output: Contribution to journalArticleResearchpeer-review

Peak-hour rail demand shifting with discrete optimisation

Betts, J. M., Dowe, D. L., Guimarans, D., Harabor, D., Kumarage, H., Stuckey, P. J. & Wybrow, M., 2019, Principles and Practice of Constraint Programming: 25th International Conference, CP 2019 Stamford, CT, USA, September 30 – October 4, 2019 Proceedings. Schiex, T. & de Givry, S. (eds.). Cham Switzerland, p. 748-763 16 p. (Lecture Notes in Computer Science; vol. 11802).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)

A simheuristic approach for the two-dimensional vehicle routing problem with stochastic travel times

Guimarans, D., Dominguez, O., Panadero, J. & Juan, A. A., 2018, In : Simulation Modelling Practice and Theory. 89, p. 1-14 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Activities 2019 2019

  • 1 Contribution to conference

European Conference on Operations Research

Yagmur S. Gok (Speaker), Maurizio Tomasella (Speaker), Daniel Guimarans (Speaker), Cemalettin Ozturk (Speaker), Silvia Padrón (Speaker)
Jun 2019

Activity: Participating in or organising an event typesContribution to conference