A taxi dispatch system based on prediction of demand and destination

Jun Xu,Rouhollah Rahmatizadeh,Ladislau Bölöni,Damla Turgut

Journal of Parallel and Distributed Computing（2021）

引用 5|浏览9

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摘要

•An intelligent taxi dispatch system for big cities validated by real-world dataset.•Taxi demand and destination prediction based on historical data.•Realtime taxi assignment and reallocation strategy to optimize multiple goals.•Performance comparison with several popular prediction and optimization strategies.

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关键词

Taxi dispatch,Demand prediction,Destination prediction,Distribution learning,Mixture density network

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