2 papers
cs.DS2026
Non-Exclusive Notifications for Ride-Hailing at Lyft I: Single-Cycle Approximation Algorithms
Farbod Ekbatani, Rad Niazadeh, Shruti Penumatsa +11
Ride-hailing platforms increasingly rely on non-exclusive notifications--broadcasting a single request to multiple drivers simultaneously--to mitigate inefficiencies caused by unce…
cs.GT2026
Non-Exclusive Notifications for Ride-Hailing at Lyft II: Simulations and Marketplace Analysis
Farbod Ekbatani, Rad Niazadeh, Mehdi Golari +10
Ride-hailing platforms increasingly face uncertain driver acceptance, which makes traditional one-to-one \emph{exclusive dispatch} (ED) less efficient: rejections and timeouts forc…