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CI-EN: Enhancement of a Large-scale Multiagent Simulation Tool

CI-EN: Enhancement of a Large-scale Multiagent Simulation Tool
CI-EN:大规模多智能体仿真工具的增强
批准号:
1727303
负责人:
Sean Luke
金额:
$89.63万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-09-01 至 2022-08-31

项目摘要

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中文摘要
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英文摘要
An agent-based simulation is a software simulation of many independent actors (people, robots, animals, companies, etc.) interacting in complex ways. For example, one might build a simulation of a swarm of ants, a school of fish, a large group of robots collectively building a house, a city of people under siege by a large medieval army, or the spread of urban legends over a social network. These kinds of simulations are used for everything from building software for swarms of delivery robots, to understanding the spread of disease in third-world slums, to predicting the impact of climate change on human migration patterns. Similarly, these simulations help researchers and policy makers in engineering and robotics, in artificial intelligence, and in the biological and social sciences. Such simulations can get very large, with large numbers of actors. This project involves building a software tool to assist in the development of large-scale agent-based simulations spread over potentially many separate computers, and to make it easy for them to place their agents in simulated locations on the Earth. At the same time the tool will be easy to use for high school and undergraduate students.The project will develop a distributed agent-based modeling tool for constructing large simulations of swarms and groups of agents. The project enhances an existing, successful open-source Java multiagent simulation library called MASON. MASON is designed to run on a single machine; but the enhanced version will also allow distribution over many machines. The enhanced tool will also include facilities for embedding agents in geographical information systems (GIS), model optimization and automation, interfaces for alternative programming languages targeting the Java Virtual Machine, statistics facilities, internal testing and verification, and integration with software tools. The enhancement will not only provide a distributed simulation facility for researchers in the social sciences, biology, and engineering, but will also improve on MASON's graphical interface and language facilities to make it easier to use as a teaching tool.
期刊论文(4)
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科研奖励(0)
会议论文
Assisted Parameter and Behavior Calibration in Agent-based Models with DistributedOptimization
具有分布式优化的基于代理的模型中的辅助参数和行为校准
DOI: --
发表时间: 2020
期刊: International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS
影响因子: --
作者: [A'Auria, Matteo, Scott, Eric O., Lather, Rajdeep Singh, Hilty, Javier]
通讯作者: Hilty, Javier
Distributed, Automated Calibration of Agent-based Model Parameters and Agent Behaviors
基于代理的模型参数和代理行为的分布式自动校准
DOI: --
发表时间: 2020
期刊: Autonomous Agents and Multiagent Systems (AAMAS
影响因子: --
作者: [D'Auria, Matteo, Scott, Eric O., Lather, Rajdeep Singh, Hilty, Javier, Luke, Sean]
通讯作者: Luke, Sean
DOI: 10.1007/978-3-030-22270-3_6
发表时间: 2018-07
期刊:
影响因子: --
作者: [S. Luke;R. Simon;A. Crooks;Haoliang Wang;E. Wei;David Freelan;Carmine Spagnuolo;V. Scarano;G. Cordasco;C. Cioffi-Revilla]
通讯作者: S. Luke;R. Simon;A. Crooks;Haoliang Wang;E. Wei;David Freelan;Carmine Spagnuolo;V. Scarano;G. Cordasco;C. Cioffi-Revilla
Scalability in the MASON Multi-Agent Simulation System
MASON 多智能体仿真系统的可扩展性
DOI: 10.1109/distra.2018.8601006
发表时间: 2018
期刊: 2018 IEEE/ACM 22nd International Symposium on Distributed Simulation and Real Time Applications (DS-RT
影响因子: --
作者: [Wang, Haoliang, Wei, Ermo, Simon, Robert, Luke, Sean, Crooks, Andrew, Freelan, David, Spagnuolo, Carmine]
通讯作者: Spagnuolo, Carmine
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  • 财政年份:
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  • 资助金额:
    $9.95万
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    2012
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RI: Small: Cooperative Coevolutionary Design and Multiagent Systems
  • 批准号:
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  • 资助金额:
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