Agent-based simulation testbed for on-demand transport services
نویسندگان
چکیده
We present an open-source simulation testbed for the development, comparison and analysis of on-demand transport services. The testbed is designed to evaluate the performance of agent-based, on-demand transport vehicle allocation and routing mechanisms; accounting for different vehicle fleets, road network topologies and transport demand structures. A wide range of metrics, including passenger waiting times, vehicle occupancy, or distance travelled, can be used for measuring system performance. In order to encourage the comparison of different allocation and routing mechanisms under standard conditions, the testbed comes with a predefined set of ready-to-use benchmarking scenarios.
منابع مشابه
Agent-based Simulation Testbed for On-demand Mobility Services
New markets for personalized and efficient transport are creating a need for on-demand mobility services. To rigorously analyse new control mechanisms for these services, we introduce an open-source agent-based simulation testbed that allows users to evaluate the performance of multi-agent, on-demand transport schemes. In particular, our testbed provides a framework to compare both centralized ...
متن کاملAnalyzing On-demand Mobility Services by Agent-based Simulation
Widespread adoption of smartphones and ubiquitous internet connectivity gives rise to new markets for personalized and efficient on-demand mobility services. To rigorously analyze new control mechanisms for these services, we introduce an open-source agent-based simulation testbed that allows evaluating the performance of demand-responsive transport schemes. In particular, our testbed provides ...
متن کاملSimulation Testbed for the Accelerated Development of Autonomic Mobility Systems
We present an open-source simulation testbed for emerging autonomic mobility systems, in which transport vehicles and other transport resources are automatically managed to serve a dynamically changing transport demand. The testbed, based on the AgentPolis framework, allows testing and evaluating the various multiagent planning, coordination and resource allocation algorithms for the control an...
متن کاملTesting demand responsive shared transport services via agent-based simulations
Demand Responsive Shared Transport (DRST) services take advantage of Information and Communication Technologies (ICT), to provide “on demand” transport services booking in real time a ride on a shared vehicle. In this paper, an agent-based model (ABM) is presented to test different the feasibility of different service configurations in a real context. First results show the impact of route choi...
متن کاملA framework for agent based simulation of demand responsive transport systems
Demand responsive transport (DRT), such as shared mini busses are an established form of public transport. Typically, these services operate in areas where demand is low (rural areas), very specific (airport shuttles), or only for certain user groups, such as persons with disabilities. With advances in communication technologies and possible driverless operations in the future, DRT systems may ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2014