Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning (Innolink: 100.960 IP-ICT)

• Unité de recherche: INNOSUISSE
• Numéro de projet: 62647.1 IP-ICT
• Titre du projet anglais: Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning (Innolink: 100.960 IP-ICT)

Description succincte (Allemand)

Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning (Innolink: 100.960 IP-ICT)

Description succincte (Anglais)

Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning

Résumé des résultats (Abstract) (Allemand)

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.