The invention relates to the technical field of computer science, and provides a parking optimization method and system based on an improved particle swarm algorithm. The method comprises the steps that parking demand information of a first user is obtained, feature recognition is conducted on the parking demand information, parking demand feature information is obtained, parking position feature information and parking attribute feature information are extracted, a plurality of parking areas are screened according to the obtained parking position and attribute information, and therefore parking associated areas are obtained; then real-time parking information collection is carried out on the parking associated area, and an associated area database is obtained; and finally, based on an improved particle swarm algorithm, performing parking decision according to the parking demand feature information and the associated area parking database, obtaining a user parking decision scheme, and sending the user parking decision scheme to the first user. Therefore, the technical effects that the parking decision is tracked by improving the optimization and optimization searching functions of the particle swarm algorithm, and the parking optimization efficiency and accuracy are improved are achieved.
本申请涉及计算机科学技术领域,提供一种基于改进粒子群算法的泊车优化方法及系统。所述方法包括:获得第一用户的泊车需求信息,对其进行特征识别,获得泊车需求特征信息,提取泊车位置特征信息和泊车属性特征信息,根据获得的泊车位置和属性信息对多个泊车区域进行筛选,从而获得泊车关联区域,之后对泊车关联区域进行实时泊车信息采集,获得关联区域数据库。最后基于改进粒子群算法,根据泊车需求特征信息和关联区域泊车数据库进行泊车决策,获得用户泊车决策方案,并将用户泊车决策方案发送至第一用户。从而达到通过改进粒子群算法的优化和寻优功能实现对泊车决策进行追踪,提高泊车优化的效率和准确性的技术效果。
Parking optimization method and system based on improved particle swarm optimization
一种基于改进粒子群算法的泊车优化方法及系统
2024-04-05
Patent
Elektronische Ressource
Chinesisch
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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