Didi Tech
Aug 11, 2020 · Artificial Intelligence
Intelligent Subsidy and Differential Pricing in DiDi Food: Economic Principles, System Architecture, and Experimental Insights
The paper outlines DiDi Food’s intelligent subsidy system, detailing economic foundations of differential pricing, a LightGBM‑based uplift prediction architecture, greedy and integer‑programming allocation methods, and experimental results that demonstrate substantial ROI gains, while proposing future enhancements such as real‑time features and reinforcement learning.
DiDi FoodDifferential PricingIntelligent Subsidy
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