The invention discloses a shared parking area demand prediction method considering parking user travel cost and road network management and control cost, and relates to the technical field of shared parking, and the method comprises the following steps: carrying out the road network and parking attribute data investigation; calculating the parking user cost according to the parking rate, the walking distance and the location searching time; calculating the road network traffic control cost according to the detour distance of the parking user; establishing a shared parking area demand prediction method under a parking user shared parking demand decision constraint, a shared parking demand constraint and a shared parking lot parking space number constraint; a shared parking area demand is calculated by using a genetic algorithm; the shared parking demand prediction method is established by considering the parking user cost and the detouring time and aiming at the lowest parking user cost and the shortest detouring distance on the basis of the parking demands overflowing in the area, and the locating time and the walking distance of the parking user are reduced by adjusting the excessively concentrated parking demands in the area, so that the user experience is improved. And the user travel cost is saved.
本发明公开了一种考虑停车用户出行费用和路网管控成本的共享停车区域需求预测方法,涉及共享停车技术领域,包括以下步骤:进行道路网络和停车属性数据调查;根据停车费率、步行距离和寻位时间,计算停车用户成本;根据停车用户绕行距离,计算路网交通管控成本;在停车用户共享停车需求决策约束、共享停车需求量约束和共享停车场泊位数量约束下,建立共享停车区域需求预测方法;运用遗传算法计算共享停车区域需求;本发明基于区域内溢出的停车需求,通过考虑停车用户成本以及绕行时间,以停车用户成本最低和绕行距离最短为目标建立共享停车需求预测方法,通过调节区域内过于集中的停车需求,减少停车用户寻位时间和步行距离,节省用户出行成本。
Shared parking area demand prediction method considering parking user travel cost and road network management and control cost
一种考虑停车用户出行费用和路网管控成本的共享停车区域需求预测方法
2024-12-06
Patent
Electronic Resource
Chinese
Taylor & Francis Verlag | 2024
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