mobility-modeling
There are 1 repository under mobility-modeling topic.
- Language:TeX 93
- Language:Python 83
sash-ko / simobility
simobility - light-weight mobility simulation framework. Best for quick prototyping
Language:Python 38lcodeca / SUMOActivityGen
An Activity-based Multi-modal Mobility Scenario Generator for SUMO. This project is available in the Eclipse SUMO contributed tools section (https://github.com/eclipse/sumo/tree/master/tools/contributed) under the name SAGA (SUMO Activity GenerAtion).
Language:Python 33zihenglin / LSTM-Mobility-Model
LSTM Mobility Model implementation using Tensorflow
Language:Python 21- Language:Python 17
EnvironmentalSystemsLab / Urbano
Urbano: Plugin for Rhino/Grasshopper
- Language:Python 13
ruihuili / DRL_UAV_CellularNet
Simulator developed for the mobility management of UAV base stations project featuring A3C
Language:Jupyter Notebook 13Leot6 / AMoD2
A high-capacity on-demand ride-sharing simulator, with three representative vehicle dispatch algorithms implemented.
Language:C++ 11WanzhengZhu / SHMM
A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling (AAAI 2018)
Language:Java 9wenjian0202 / mod-abm-2.0
A modern agent-based modeling platform for mobility-on-demand simulations.
Language:C++ 8codewithpatelo / aopjs
More than a billion of the rural merchants in the developing world commonly depend on hiring on-demand transportation services to commute people or goods to markets. The process of selecting the optimal fare involves handling decision-making characterised with multiple alternatives and competing criteria. Decision support systems are commonly used to solve these types of problems. However, most widely used systems are based on object-based approaches which lack high-level abstractions needed to effectively model and scale human-machine communication. This paper reviews previous literature on the field and introduces an improved preliminary agent-based decision-support approach to overcome those challenges. As a proof of concept, we developed a two-agent simulation that, given a request from one of the agents, the other one takes a dataset of a stratified sample of 104 Ethiopian commuter criteria preferences taken from the Dukem region and an exemplary dataset of fare alternatives. The assistant agent computes those datasets using widely used HPA and TOPSIS algorithms to weight, score, rank those alternatives. Once we run the simulation, in a matter of milliseconds the assistant agent effectively returns an optimal prescription to the other agent, storing all interactions in a self-contained memory resulting in an architecture that allows developers to program further customisation as interactions scale.
Language:JavaScript 5- safegraph-simulation
jpes707 / safegraph-simulation
Codebase for SIGSPATIAL ARIC 2020: Data-Driven Mobility Models for COVID-19 Simulation
Language:Python 5 hygeng / humanflow
Official implementation for UIC-22 "HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling"
Language:C++ 47cb15 / Mobility-in-US-Cities
Exploring mobility patterns in US cities
Language:Jupyter Notebook 3BabakAp / encounter-traffic
Code for "Learning the Relation Between Mobile Encounters and Web Traffic Patterns: A Data-driven Study" MSWiM 2018 (ACM: https://dl.acm.org/citation.cfm?id=3242137, Tech Report: https://arxiv.org/abs/1808.03842)
Language:Jupyter Notebook 3antonindanalet / trip-generation-in-microcensus
Orderd logit model based on the Mobility and Transport Microcensus 2015 explaining the number of trips (from home to work for now) in Switzerland.
Language:Python 2- Language:C++ 2
chrisvoncsefalvay / sadie
Sadie: Stochastic Agents in DIscrete time and Euclidean space
Language:Python 1fblamanna / SUMO-to-TrajDataFrame
Convert SUMO Floating Car Data (FCD) to a TrajDataFrame for scikit-mobility
Language:Jupyter Notebook 0mgpopinjay / pev-simulation
Fleet Supply-Demand Simulator for Autonomous Bike Sharing Services using Boston as Test Bed (2016-2019)
Language:JavaScript 0raviq / Agent_mobility
Distributed agents for mobility generation
Language:C 0earthat / RandomWayPointModel
MATLAB Code for Random Way point Model in WSN
- Language:Jupyter Notebook
