Lookahead policy and genetic algorithm for solving nurse rostering problems
(2018)
Presentation / Conference Contribution
Peng, S., & Dario, L.-S. (2018, September). Lookahead policy and genetic algorithm for solving nurse rostering problems. Presented at 4th International Conference on Machine Learning, Optimization and Data Science (LOD 2018)
Previous research has shown that value function approximation in dynamic programming does not perform too well when tackling difficult combinatorial optimisation problem such as multi-stage nurse rostering. This is because the large action space that... Read More about Lookahead policy and genetic algorithm for solving nurse rostering problems.