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In recent years, a variety of new frameworks streamlining the process of agent-based modeling has emerged. These frameworks serve different purposes and each offers a unique set of features. In this practical comparative study, we evaluate the performance of various ABM frameworks through a series of benchmark simulations. By comparing the distinct functionalities offered by these tools, we aim to assist in the selection of an appropriate ABM toolkit for developing system models. This review presents a concise overview of seven popular agent-based modeling tools aiming to inspire further exploration and investigation into this subject.

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A Comparison of Selected Agent-Based Modelling Frameworks

  • 会议论文

  • 发表日期：

    2025年

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  • Paulina Gacek,
  • Dominika Bocheńczyk,
  • Maciej Krajewski,
  • Bartosz Kruczek,
  • Krzysztof Łazarz,
  • Paweł Magnuszewski,
  • Antoni Zięciak,
  • Filip Kamiński,
  • Jarosław Wąs

摘要

In recent years, a variety of new frameworks streamlining the process of agent-based modeling has emerged. These frameworks serve different purposes and each offers a unique set of features. In this practical comparative study, we evaluate the performance of various ABM frameworks through a series of benchmark simulations. By comparing the distinct functionalities offered by these tools, we aim to assist in the selection of an appropriate ABM toolkit for developing system models. This review presents a concise overview of seven popular agent-based modeling tools aiming to inspire further exploration and investigation into this subject.