A constraint satisfaction problem (csp) approach for the nurse scheduling problem

AB Said, M Mouhoub - 2022 IEEE Symposium Series on …, 2022 - ieeexplore.ieee.org
The Nurse Scheduling Problem (NSP) is a well-known NP-hard combinatorial optimization
problem. Solving the NSP involves assigning feasible shift patterns to nurses, satisfying hard …

Machine Learning and Constraint Programming for Efficient Healthcare Scheduling

AB Said, M Mouhoub - arXiv preprint arXiv:2409.07547, 2024 - arxiv.org
Solving combinatorial optimization problems involve satisfying a set of hard constraints
while optimizing some objectives. In this context, exact or approximate methods can be …

Program Synthesis for Automated Data Wrangling

G Verbruggen - 2023 - lirias.kuleuven.be
Data is everywhere, but properly formatted data is not. A common process that anyone
working with data has to go through, is correctly formatting it. Different types of downstream …

[PDF][PDF] Constraint Learning for Operations Research

M Kumar - 2021 - lirias.kuleuven.be
Constraint Learning for Operations Research Page 1 ARENBERG DOCTORAL SCHOOL
Faculty of Engineering Science Constraint Learning for Operations Research Mohit Kumar …