Search Results - "Frial, Virbon B."

Characterizing military medical evacuation dispatching and delivery policies via a self-exciting spatio-temporal Hawkes process model.

Authors: Frial, Virbon B. Jenkins, Phillip R. Robbins, Matthew J.

Source: Journal of the Operational Research Society. Jul2024, Vol. 75 Issue 7, p1239-1260. 22p.

Subjects: Civilian evacuation, Spatiotemporal processes, Battle casualties, Health facilities, War

Solving the military medical evacuation dispatching, preemptive rerouting, redeploying, and delivering problem via tree-based machine learning and approximate dynamic programming approaches.

Authors: Frial, Virbon B. Robbins, Matthew J. Jenkins, Phillip R.

Source: Expert Systems with Applications. Nov2025, Vol. 292, pN.PAG-N.PAG. 1p.

Subjects: Dynamic programming, Markov processes, Random forest algorithms, Transportation of patients, Routing algorithms, Ensemble learning, United States armed forces, Machine learning