Projekter pr. år
Organisationsprofil
Organisationsprofil
OPERATIONS RESEARCH
Through close cooperation with leading industry and academic partners we focus on both the practical applications of operations research as well as on strengthening the field’s theoretical basis through method development and testing. The Operations Research group focuses on research in the domains of manufacturing, transportation and defense.
The group’s current research is primarily focused on fully autonomous manufacturing systems using automated guided vehicles (AGVs), mobile robots and unmanned aerial vehicles (UAVs). In this area we develop and implement planning, scheduling and routing algorithms. Due to stochastic elements and unpredicted events in this type of environment, it is necessary to very quickly plan and re-schedule operations for execution. This requires developing methods and tools that enables finding solutions in on-line mode. This is truly a challenging topic that requires novel approaches.
Solving complex industrial problems requires developing different solutions (based on e.g. genetic algorithms, heuristics, meta-heuristics and constraint programming techniques) implemented as prototypes and decision support systems.
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Samarbejde i de sidste fem år
Profiler
Projekter
- 3 Afsluttet
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Examination of EU classification methods in the field of health statistics and the use of artificial intelligence methods to increase data quality
Nielsen, I. E. (Supervisor) & Kilic, D. A. (Projektdeltager)
15/09/2022 → 14/09/2023
Projekter: Projekt › Forskning
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ORMS : Operational Reliability Management System
Nielsen, I. E. (PI (principal investigator)) & Nielsen, P. (Projektdeltager)
01/10/2016 → 31/03/2019
Projekter: Projekt › Forskning
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UAWORLD
Nielsen, I. E. (Projektdeltager) & Schiøler, H. (Projektkoordinator)
01/03/2015 → 31/05/2018
Projekter: Projekt › Forskning
Publikationer
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A 3D multiobjective multi-item eco-routing problem for refrigerated fresh products delivery using NSGA-II with hybrid chromosome
Thakur, K., Maity, S., Nielsen, P., Pal, T. & Maiti, M., dec. 2024, I: Computers and Industrial Engineering. 198, 110644.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil -
A federated learning model for integrating sustainable routing with the Internet of Vehicular Things using genetic algorithm
Khatua, S., De, D., Maji, S., Maity, S. & Nielsen, I. E., jun. 2024, I: Decision Analytics Journal. 11, 100486.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil1 Citationer (Scopus)6 Downloads (Pure) -
An integrated vehicle routing model to optimize agricultural products distribution in retail chains
Fernando, W. M., Thibbotuwawa, A., Perera, H. N., Nielsen, P. & Kilic, D. K., 9 jan. 2024, I: Cleaner Logistics and Supply Chain. 10, 100137.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil6 Citationer (Scopus)24 Downloads (Pure)
Forskningsdatasæt
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Customer retention and churn prediction in the telecommunication industry: A case study on a Danish university
Saha, S. (Ophavsperson), DataDeposit, 24 maj 2023
DOI: 10.57957/datadeposit.1fad02be-0b86-4281-bc5a-c92527172105
Datasæt
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Analysis of a local search heuristic for the generalized assignment problem with resource-independent task profits and identical resource capacity
El Yafrani, M. (Bidrager), Sung, I. (Ophavsperson), Krach, B. (Ophavsperson), Katsilieris, F. (Ophavsperson) & Nielsen, P. (Ophavsperson), Taylor & Francis, 8 jul. 2021
DOI: 10.6084/m9.figshare.14931913, https://tandf.figshare.com/articles/journal_contribution/Analysis_of_a_local_search_heuristic_for_the_generalized_assignment_problem_with_resource-independent_task_profits_and_identical_resource_capacity/14931913
Datasæt
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Problem Instances for the Generalized Assignment Problem (GAP) with Resource-Independent Task Profits and Identical Resource Capacity
Yafrani, M. E. (Ophavsperson), Sung, I. (Ophavsperson) & Nielsen, P. (Ophavsperson), Mendeley Data, apr. 2021
Datasæt
Priser
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Fil
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Aktiviteter
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International Journal of Vehicle Systems Modelling and Testing (Tidsskrift)
Kemal, K. (Fagfællebedømmer)
sep. 2024Aktivitet: Redaktionelt arbejde og fagfællebedømmelse › Peer reviewer/fagfællebedømmer af manuskripter › Forskning
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European Journal of Industrial Engineering (Tidsskrift)
Kemal, K. (Fagfællebedømmer)
jul. 2024Aktivitet: Redaktionelt arbejde og fagfællebedømmelse › Peer reviewer/fagfællebedømmer af manuskripter › Forskning
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33rd European Conference on Operational Research
Larsen, A. K. (Deltager)
30 jun. 2024 → 3 jul. 2024Aktivitet: Deltagelse i faglig begivenhed › Organisering af eller deltagelse i konference
Presse/medier
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Kunstig intelligens: ”Hvis min kræftknude var opdaget fire år før”
20/06/2024
1 element af Mediedækning
Presse/medie
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Webinar: Geometry-Based Optimization Heuristics for Region Coverage and Pathfinding in Drone-Based Operations
13/05/2022
1 Mediebidrag
Presse/medie
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Dansk brætspil hjælper den globale shippingbranche
Rytter, N. G. M.
02/02/2021
1 element af Mediedækning
Presse/medie