Vehicle and UAV Collaborative Delivery Path Optimization Model
نویسندگان
چکیده
In the context of frequent public emergencies, emergency logistics distribution is particularly critical, and because unique advantages unmanned aerial vehicles (UAVs), model coordinated delivery UAVs gradually becoming an essential form distribution. However, omission start-up costs prevents cost UAV battery replacement sorting, assembly verification packages from being factored into total cost. Furthermore, most existing models focus on route optimization cost, which cannot fully reflect customer’s desire for service satisfaction under conditions. It necessary to convert unsatisfactory degree time window a penalty rather than constraint. Additionally, there lack analysis mutual waiting between when one them performing tasks. Considering effects window, customer demand, maximum load capacity, duration benefits, we propose collaborative path minimize A genetic algorithm used obtain solution constraints subloops, order, take-off landing nodes. To assess efficacy vehicle model, this paper employs county-level district in Xi’an city as pilot area delivery. Compared with vehicle-alone UAV-alone vehicle-UAV can significantly reduce utilization while also lowering Thus, effectively improve timeliness satisfaction. The 39.2% less that 16.5% model. Although its slightly higher reduction decrease overall by 11.8%. This suggests cut all sizes conserve half resources vehicles, employing preferable. Moreover, integrating etc., more express requirements
منابع مشابه
collaborative optimization of differential steering for in-wheel electric vehicle
differential steering of in-wheel electric vehicle provides the functions of both active steering and power assisted steering with the coupling control of force and displacement transfer characteristic of system. a collaborative optimization model of the differential power-assisted steering system of in-wheel electric vehicle is built, with steering economy as the main system optimization goal,...
متن کاملA particle swarm optimization method for periodic vehicle routing problem with pickup and delivery in transportation
In this article, multiple-product PVRP with pickup and delivery that is used widely in goods distribution or other service companies, especially by railways, was introduced. A mathematical formulation was provided for this problem. Each product had a set of vehicles which could carry the product and pickup and delivery could simultaneously occur. To solve the problem, two meta-heuristic methods...
متن کاملSolving the Vehicle Routing Problem with Simultaneous Pickup and Delivery by an Effective Ant Colony Optimization
One of the most important extensions of the capacitated vehicle routing problem (CVRP) is the vehicle routing problem with simultaneous pickup and delivery (VRPSPD) where customers require simultaneous delivery and pick-up service. In this paper, we propose an effective ant colony optimization (EACO) which includes insert, swap and 2-Opt moves for solving VRPSPD that is different with common an...
متن کاملA Dynamic Optimization for Automotive Vehicle Shipment and Delivery
The automotive industry has made much efforts to deliver finished vehicles to customers with speed and reliability. Decreasing the time a vehicle stays within an assembly plant from production release to shipment contributes to reduce the total order lead-time and consequently, the total transportation cost as well. Conventional shipment planning algorithms are limited in accommodating the dyna...
متن کاملVehicle and Person Tracking in UAV Videos
This paper presents two tracking approaches from Sarnoff Corporation to detect moving vehicles and person in the videos taken from Unmanned Aerial Vehicles (UAV). In the first approach, we combine layer segmentation approach with background stabilization and post track refinement to reliably detect small moving objects at the relatively low processing speed. Our second approach employ a fast tr...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Mathematics
سال: 2022
ISSN: ['2227-7390']
DOI: https://doi.org/10.3390/math10203744