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Research unit
INNOSUISSE
Project number
62647.1 IP-ICT
Project title
Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning (Innolink: 100.960 IP-ICT)

Texts for this project
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Short description
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Abstract
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CategoryText
Short description
(German)
Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning (Innolink: 100.960 IP-ICT)
Short description
(English)
Workforce Scheduling Problems: Combinatorial Optimization Meets Machine Learning
Abstract
(German)
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.