Agent Based Modeling课程大纲

课程名称

课程时长

课程概览

课程名称

课程时长

课程概览

Fundamentals of Digital Twin

14小时

This instructor-led, live training in 中国 (online or onsite) is aimed at anyone who wishes to learn how to use Digital Twin in monitoring and analyzing products and processes before building and deploying the actual product. By the end of this training, participants will be able to:

Learn and understand the fundamental concepts of Digital Twin.
Understand the Digital Twin types and life cycle.
Use Digital Twin to effectively manage research data and design models.

Agent Based Modeling (ABM) with Mesa and Python

14小时

Mesa 是建立基于代理的模型(ABM)的框架。 Mesa 旨在提供替代 NetLogo, Repast 和 MASON。基于代理的模拟允许研究人员在生物学,社会科学,网络,商业等领域。模拟自主代理人的行动和互动,以评估其对其环境的影响。由教练领导的现场培训(在线或在线)旨在针对那些希望使用Mesa在一个环境中创建基于代理的模型的调查人员。在本研讨会结束后,参与者将能够:

安装和设置开发环境需要开始模型在 Python. 快速创建一个基于代理的模型,使用Mesa的内置核心组件。扩大模型的复杂性。在浏览器内部实时显示代理活动。分析模型的结果,使用数据分析工具进行互动分析。将模型与其他系统(如机器学习应用)集成。课程格式

互动讲座和讨论。很多练习和练习。在现场实验室环境中进行手动实施。课程定制选项

要申请此课程的定制培训,请联系我们安排。

Repast - Agent Based Modeling and Simulation (ABMS)

28小时

The Repast Suite is a family of advanced, free, and open source agent-based modeling and simulation libraries that have collectively been under continuous development for over 10 years. This four day course in 中国 (online or onsite) explains in detail how to create simulation for agent-based systems using the Repast environment. Course Objectives

Introduce participants to principles and concepts of agent-based modeling and simulation.
Develop participants’ capacity to read and understand agent modeling programming code.
Equip participants with knowledge, so they understand the importance of accurate and precise modeling.
Increase the participants’ understanding of systems of their own using the Agent-based simulation.
Develop a better capacity to use and code agent-based systems using repast, reLogo.