Jul 16, 2020 · Operations

Can AI-Driven Driver Repositioning Solve Ride-Hailing Supply-Demand Gaps?

This article interprets a WWW 2020 research paper that proposes an AI-powered online driver repositioning system, detailing its three-stage framework, dispatch task design, optimization via minimum-cost flow, and experimental results showing improved driver efficiency and platform balance.

Ride Hailingdriver repositioningfleet management

0 likes · 11 min read

Can AI-Driven Driver Repositioning Solve Ride-Hailing Supply-Demand Gaps?

JD Tech

Apr 9, 2018 · Artificial Intelligence

Dynamic Pricing, Route Planning, and Order Assignment in Dada's Instant Logistics Platform

The article describes how Dada leverages artificial‑intelligence techniques such as multi‑dimensional supply‑demand forecasting, real‑time dynamic pricing, genetic‑algorithm‑based route planning, and multi‑objective order assignment to optimize its crowd‑sourced instant logistics operations.

dynamic pricinggenetic algorithmlogistics AI

0 likes · 6 min read

Dynamic Pricing, Route Planning, and Order Assignment in Dada's Instant Logistics Platform