遺伝的アルゴリズムによるドローン配達スケジューリング

書誌事項

タイトル別名
  • Drone Delivery Scheduling by a Genetic Algorithm: Simultaneous Optimization for Multiple Different Numbers of Drones
  • -複数の異なるドローン台数に対する同時最適化-

抄録

<p>Drones, or unmanned aerial vehicles (UAVs), have the potential to considerably reduce the cost and time required to deliver parcels. This paper addresses a parcel delivery scheduling problem, which is to find the optimal assignment of customers to the drones and their takeoff points. In this problem, depending on the number of the drones, the optimal solution changes. We propose a genetic algorithm to find near-optimal solutions simultaneously for multiple different numbers of the drones. The performance of the proposed method is evaluated through conducting experiments.</p>

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