Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning

• Forschungsstelle: INNOSUISSE
• Projektnummer: 100.960 IP-ICT
• Projekttitel Englisch: Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning

Schlüsselwörter (Englisch)

ICT, Machine learning

Abstract (Englisch)

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.