2 papers
math.OC2026
Scalable Solution of the Stochastic Multi-path Traveling Salesman Problem via Neural Networks
Xiaochen Chou, Ludovica Di Marco, Enza Messina
The multi-path Traveling Salesman Problem with stochastic travel costs arises in hybrid vehicle routing applications designed for Smart City and City Logistics, where multiple path…
math.OC2025
Neural networks for multi-horizon stochastic programming
Hongyu Zhang, Gabriele Sormani, Enza Messina +2
This paper proposes a machine-learning-based solution approach for solving multi-horizon stochastic programs. The approach embeds a deep learning neural network into a multi-horizo…