基于代理的建模资源 [英] Agent-based modeling resources

问题描述

我想知道什么样的工具包，语言，库可用于基于代理的建模，它们的优缺点是什么?

I would like to know what kind of toolkits, languages, libraries exist for agent-based modeling and what are the pros/cons of them?

我在想的一些例子是 群， Repast 和 MASS .

Some examples of what I am thinking of are Swarm, Repast, and MASS.

推荐答案

我发现2009年6月的一项调查回答了您的问题:

I found a survey from June 2009 that answer your question:

基于Agent的建模和仿真工具调查

Survey of Agent Based Modelling and Simulation Tools

金. R.J.艾伦

摘要
基于Agent的建模与仿真是一种计算 基于离散事件模拟的苛刻技术及其应用 起源于遗传算法.这是一项强大的技术 模拟动态复杂系统并观察紧急"行为. ABMS最常见的用途是在社会模拟和优化中 问题，例如交通流量和供应链.我们将调查 计算科学和工程学的其他用途. ABMS已经 适用于在新型架构上运行，例如GPGPU(例如nVidia使用 CUDA). Argonne国家实验室在Exascale ABMS上有一个网站 并在SciDAC的资助下在IBM BlueGene上运行了模型 程序.我们计划组织一次有关ABMS方法论的研讨会， 在2009年夏季开始应用.基于代理的关键字建模， 考古学

Abstract
Agent Based Modelling and Simulation is a computationally demanding technique based on discrete event simulation and having its origins in genetic algorithms. It is a powerful technique for simulating dynamic complex systems and observing "emergent" behaviour. The most common uses of ABMS are in social simulation and optimisation problems, such as traffic flow and supply chains. We will investigate other uses in computational science and engineering. ABMS has been adapted to run on novel architectures such as GPGPU (e.g. nVidia using CUDA). Argonne National Laboratory have a Web site on Exascale ABMS and have run models on the IBM BlueGene with funding from the SciDAC Programme. We plan to organise a workshop on ABMS methodolgies and applications in summer of 2009. Keywords agent based modelling, Archaeology

http://epubs.cclrc.ac.uk/bitstream/3637 /ABMS.pdf

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