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math.OC2026
The impact of machine learning forecasting on strategic decision-making for Bike Sharing Systems
Enrico Angelelli, Andrea Mor, Carlotta Orsenigo +2
In this paper, machine learning techniques are used to forecast the difference between bike returns and withdrawals at each station of a bike sharing system. The forecasts are inte…
math.OC2025
Enhancing Kernel Search with Pattern Recognition: the Single-Source Capacitated Facility Location Problem
Hannah Bakker, Gianfranco Guastaroba, Stefan Nickel +1
We introduce Pattern-based Kernel Search (PaKS), a two-phase matheuristic for the solution of the Single-Source Capacitated Facility Location Problem (SSCFLP). In the first phase,…