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cs.LG2024
DistrictNet: Decision-aware learning for geographical districting
Cheikh Ahmed, Alexandre Forel, Axel Parmentier +1
Districting is a complex combinatorial problem that consists in partitioning a geographical area into small districts. In logistics, it is a major strategic decision determining op…
math.OC2024★ 2 cited
Deep Learning for Data-Driven Districting-and-Routing
Arthur Ferraz, Cheikh Ahmed, Quentin Cappart +1
Districting-and-routing is a strategic problem aiming to aggregate basic geographical units (e.g., zip codes) into delivery districts. Its goal is to minimize the expected long-ter…