A combinatorial benders decomposition for the lock scheduling problem
9th of December 2013
In this talk we present an exact algorithm for the Lock Scheduling Problem (LSP) based on a Combinatorial Benders’ decomposition.
LSP consists of three strongly interconnected sub problems: scheduling lockages, assigning ships to chambers, and positioning the ships inside the chambers.
These should be interpreted respectively as a scheduling, an assignment, and a packing problem. By combining the first two problems into a master problem and using the packing problem as a sub problem, a decomposition is achieved that can be solved efficiently using a Combinatorial Benders’ approach.
The results indicate that the decomposition approach significantly outperforms other exact approaches previously presented in literature, in terms of solution quality and computation time.