Multistage dynamic networks with random arc capacities (MDNRAC) have been successfully used for modeling various … resource allocation problems in the transportation area. However, solving these problems is generally computationally intensive …

Dynamic ride-share systems aim to bring together travelers with similar itineraries and time schedules on short … drivers and riders in real-time is one of the necessary components for a successful dynamic ride-share system. We … transportation science and logistics community in this exciting, emerging area of public transportation. …

difficulties encountered by the dynamic programming algorithm for large-scale problems, an approximate dynamic programming …

the dosage control problem in the COH treatment as a stochastic dynamic program and design approximate dynamic programming …

in our formulation and solve an equivalent linear programming model through column generation to obtain an approximate …

underlying optimization problem using approximate dynamic programming (ADP), an emerging and powerful tool for solving stochastic … and dynamic problems typically arising in the field of operations research. Empirical tests based on real data from the …

continuous-time Markov decision process and solved using simulation-based approximate dynamic programming (ADP) combined with a … discrete event simulation of the service period. We employ an adapted heuristic ADP algorithm from the literature and …