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Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning
Third-party funded project |
Project title |
Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning |
Principal Investigator(s) |
Helmert, Malte
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Project Members |
Pommerening, Florian
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Organisation / Research unit |
Departement Mathematik und Informatik / Artificial Intelligence (Helmert) |
Department |
Departement Mathematik und Informatik |
Project Website |
https://ai.dmi.unibas.ch/research/ |
Project start |
03.10.2022 |
Probable end |
02.04.2024 |
Status |
Active |
Abstract |
Taking advantage of modern machine learning techniques (especially graph neural networks and reinforcement learning), we propose novel and improved solutions for mixed-integer programming problems (and related combinatorial optimization problems) in the context of workforce scheduling applications. |
Financed by |
Innovation Promotion Agency CTI
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Cooperations () |
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ID |
Kreditinhaber |
Kooperationspartner |
Institution |
Laufzeit - von |
Laufzeit - bis |
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4662575 |
Helmert, Malte |
Cevher, Volkan |
EPFL |
01.10.2022 |
31.03.2024 |
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4662576 |
Helmert, Malte |
Salajan, Dan |
Planny SA |
01.10.2022 |
31.03.2024 |
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©Universität Basel | Impressum
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29/03/2024
Research Database / FORSCHUNGSDATENBANK
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