Machine learning for decision making under uncertainty

Project Information

DECIDE

Grant agreement ID: 101093188

DOI

10.3030/101093188

EC signature date 16 July 2023

Start date 1 January 2024

End date 31 December 2028

Funded under

• European Research Council (ERC)

Total cost

€ 2 491 210,00

EU contribution

€ 2 491 210,00

Coordinated by

DANMARKS TEKNISKE UNIVERSITET
Denmark

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (9)

A consensus fixing heuristic to workforce investments in field service

Author(s): Siv Sørensen, Clara Chini Nielsen, David Pisinger, Joaquín Ignacio Fürstenheim
Published in: Computers & Operations Research, Issue 183, 2025, ISSN 0305-0548
Publisher: Elsevier BV
DOI: 10.1016/J.COR.2025.107184

Distributed or integrated stochastic ALNS? — Two-stage stochastic team orienteering problem

Author(s): David Pisinger
Published in: Computers & Operations Research, Issue 188, 2026, ISSN 0305-0548
Publisher: Elsevier BV
DOI: 10.1016/J.COR.2025.107365

A Consensus Fixing Based Heuristic for Liner Shipping Network Design with Stochastic Demands

Author(s): Mikkel Linneberg Lassen, David Pisinger
Published in: Transportation Research Part E: Logistics and Transportation Review, 2026, ISSN 1878-5794
Publisher: Elsevier
DOI: 10.1016/J.TRE.2026.105053

Optimization in offshore wind farms – a survey of problems, models, and solution approaches

Author(s): Vibeke Hvidegaard Petersen, David Pisinger, Magnus Stålhane
Published in: European Journal of Operational Research, 2026, ISSN 0377-2217
Publisher: Elsevier BV
DOI: 10.1016/J.EJOR.2026.03.002

Topology reconstruction in telecommunication networks: Embedding operations research within deep learning

Author(s): Tobias Engelhardt Rasmussen, Siv Sørensen, David Pisinger, Thomas Martini Jørgensen, Andreas Baum
Published in: Computers & Operations Research, Issue 176, 2025, ISSN 0305-0548
Publisher: Elsevier BV
DOI: 10.1016/J.COR.2024.106960

Stochastic ALNS for the two-stage prize-collecting vehicle routing problem

Author(s): David Pisinger
Published in: Transportation Research Part C: Emerging Technologies, Issue 179, 2025, ISSN 0968-090X
Publisher: Elsevier BV
DOI: 10.1016/J.TRC.2025.105293

Shipping decarbonization pathways assessment by solving Tramp Fleet Renewal and Retrofit Problems

Author(s): Alberto Tamburini, Kjetil Fagerholt, Benjamin Lagemann, David Pisinger
Published in: Maritime Transport Research, Issue 10, 2026, ISSN 2666-822X
Publisher: Elsevier BV
DOI: 10.1016/J.MARTRA.2026.100153

Deep generative scenario search for stochastic optimization

Author(s): David Pisinger, Atefeh Hemmati Golsefidi
Published in: European Journal of Operational Research, 2026, ISSN 0377-2217
Publisher: Elsevier BV
DOI: 10.1016/J.EJOR.2026.06.029

Consensus fixing for two-stage stochastic optimization – applied to stochastic prize collecting TSP

Author(s): David Pisinger
Published in: Transportation Research Part E: Logistics and Transportation Review, 2026, ISSN 1878-5794
Publisher: Elsevier
DOI: 10.1016/J.TRE.2026.104770