Important announcement

Dear visitor,

Please note that this OpenCourseWare platform will be replaced at the end of 2026 by a new platform (under the same url ocw.tudelft.nl).

Courses and their contents that are currently available the platform will partly be migrated. URL’s for this content will change and content might be unavailable for some time. In addition, some courses will not be available anymore.

If you are linking to specific courses on this platform (for instance for your students), please take timely measures to avoid problems with access. Possible actions are:

  • Download the materials to your local platform (laptop, server)
  • For educators only (including TU Delft lecturers): Contact us at ocw@tudelft.nl and inform us what course you are using in what context (institute, program, period of use, number of students). We will research (in collaboration with the authors of the course) and decide if we will migrate the course, and if yes, can supply you with a new url.

Thank you.

Agent-based modelling & simulation

Course subject(s) Module 5: Modelling Complexity

Agent-based modelling & simulation

Agent-Based Modelling (ABM) is a computational modelling technique used to simulate the actions and interactions of so called autonomous ‘agents’ . It is based on generative science which is interdisciplinary and multidisciplinary science that explores the natural world and its complex behaviors as a generative process. As opposed to System Dynamics and Discrete-Event modelling and simulation,  ABM uses a bottom-up modelling approach instead of a top-down modelling approach.

ABM is especially suitable for modelling infrastructures, because it is capable of representing the technical components which are organized in a network, as well as the social components who can also be organized in a network. The interplay between the social and technical components lead to dynamic behavior and a dynamic system structure.
ABM has become a very popular and important tool.   In our suggested readings you will find the links tostart experimenting with ABM yourself.

The upcoming web lecture will teach you the basics of ABM. You will learn:

  • The basic structure of an agent-based model and simulation: agents, states, decision rules, actions, the environment and discrete time (or ticks).
  • How agent-based simulations help to understand prices of different commodities (e.g. fuel, electricity and CO2) in energy infrastructure.
Creative Commons License
Next Generation Infrastructures by TU Delft OpenCourseWare is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Based on a work at https://ocw.tudelft.nl/courses/next-generation-infrastructures/.
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