基于深度学习的共享单车预测与调度解决方案,使用神经网络构建单车需求量与时间段和地理画像的关联,预测不同区域单车需求量;使用蚁群算法规划最优单车调度路径。
☆112Dec 29, 2018Updated 7 years ago
Alternatives and similar repositories for Prediction-and-Scheduling-of-Shared-Bike
Users that are interested in Prediction-and-Scheduling-of-Shared-Bike are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 本项目基于共享单车公司历史用户使用数据,创建神经网络模型,实现完整的前向和反向传播,训练模型使其具有预测未来单车使用量的能力,帮助共享单车公司决策单车的储备量以适配单车使用需求。☆10May 18, 2018Updated 8 years ago
- Prediction on demand of e-hailing trips(网约车出行需求预测)☆17Apr 10, 2020Updated 6 years ago
- 共享单车时空数据分析与管理系统基于大数据平台框架,对现有的共享单车数据进行流量的时间和空间统计。通过某一个时期的共享单车大数据的分析和管理,得以观察到某区域或者某时间段的单车具体情况,也实现了管理员对单车的远程操作,让当代城市中共享单车的摆放和调度更加具有合理性。☆31Dec 29, 2020Updated 5 years ago
- 改进遗传算法的钢厂多行车调度☆12Jun 20, 2019Updated 7 years ago
- 多AGV路径规划算法研究☆13Mar 28, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 复现论文算法RODDPSO+K-Means,用优化的粒子群算法对K-Means算法求初始的簇心,以达到优化聚类算法的目的☆17Jan 18, 2021Updated 5 years ago
- 基于传统遗传算法的流水车间调度问题☆34Jul 1, 2019Updated 7 years ago
- 工业生产车间调度时间最优化☆15May 1, 2022Updated 4 years ago
- 利用YOLOv8完成睡觉行为与电动车违停识别☆19Dec 19, 2024Updated last year
- Using LSTM networks to predict demand per location in Manhattan.☆15Mar 6, 2021Updated 5 years ago
- Term Project. Use Simulated Annealing Algorithm for the basic Job Shop Scheduling Problem (模拟退火解决车间调度问题)☆19Aug 2, 2021Updated 5 years ago
- 解决调度问题的元启发式算法应用(未完待续...),蚁群算法(ACO)、遗传算法(GA)、粒子群算法(PSO)、模拟退火算法(SA)☆34Nov 1, 2018Updated 7 years ago
- DCRNN的Pytorch实现☆10Jun 21, 2023Updated 3 years ago
- 基于粒子群算法的神经网络优化股票价格预测☆31May 11, 2020Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- 分别用改进的粒子群优化算法和改进的差分进化算法求解柔性作业车间调度问题☆174Apr 6, 2020Updated 6 years ago
- 基于Kaggle数据集“洛杉矶共享单车数据”进行的数据探索与分析。☆16Nov 5, 2018Updated 7 years ago
- 本项目使用python对影响共享单车使用量的因素进行可视化分析,并使用lightGBM算法对已知条件下的共享单车使用量进行预测。其中为了选择最优模型,使用了k折交叉验证和网格搜索选择最优参数。☆10Jul 15, 2020Updated 6 years ago
- 基于深度强化学习的资源调度研究☆92Feb 9, 2018Updated 8 years ago
- 基于蚁群算法的多配送中心的车辆调度问题的研究☆68Aug 8, 2019Updated 7 years ago
- 基于长短记忆型递归神经网络的水质预测模型☆11Aug 11, 2018Updated 8 years ago
- 物流运输车辆调度☆38Aug 16, 2018Updated 8 years ago
- Batch MultiHead Graph Attention Pytorch☆12Apr 4, 2020Updated 6 years ago
- Multi-car path planning☆34Jan 17, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- JD 城市物流运输车辆智能调度☆120Nov 17, 2018Updated 7 years ago
- 基于强化学习的炼钢动态调度求解技术和软件实现☆26Apr 26, 2020Updated 6 years ago
- 2021数字中国创新大赛 早高峰共享单车潮汐点的群智优化第二名☆13Apr 26, 2021Updated 5 years ago
- Solving the Demand Splittable Vehicle Path Problem Using the Ant Colony Algorithm 使用蚁群算法求解需求可拆分车辆路径问题☆20May 8, 2022Updated 4 years ago
- 一个疫情背景下应急物资配送算法:用改进后的多目标粒子群优化(MOPSO)算法解决带有风险矩阵的多辆车配送旅行商问题(TSP)☆90Jun 7, 2025Updated last year
- 上海市交通流量时空模式挖掘☆57Mar 4, 2017Updated 9 years ago
- 电力负荷的长短期预测神经网络☆13Feb 7, 2020Updated 6 years ago
- Solutions of the forecast problem using Xgboost☆91Dec 9, 2018Updated 7 years ago
- A taxi App clone like Uber/lyft/Ola using Flutter Framwork☆12Jul 2, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 使用Apriori算法进行频繁项集的挖掘以及关联规则的挖掘☆23Dec 7, 2016Updated 9 years ago
- ☆21May 9, 2018Updated 8 years ago
- 陈克明《动态多智能算法及其在物流配送系统中的应用研究》中的遗传-粒子群算法复现☆12Jan 24, 2023Updated 3 years ago
- 本项目设计了一个基于UDP的网络拍卖行程序,包含客户端和服务端。使用语言:python3;UI设计:pyqt5;采用多线程。☆11Mar 27, 2020Updated 6 years ago
- 基于BP神经网络的股票价格预测☆25Mar 9, 2025Updated last year
- 四种调度算法:随机调度、先来先服务、DRF、模拟退火的实现。☆10Jan 6, 2021Updated 5 years ago
- Quick cheat sheet to time series models using NYC Taxi Data☆18Nov 4, 2019Updated 6 years ago