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Agent-based models and data assimilation

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اقرأ أكثر حفظ في قائمتي
  • معلومة اضافية
    • بيانات النشر:
      Banff International Research Station for Mathematical Innovation and Discovery
    • الموضوع:
      2019
    • Collection:
      University of British Columbia: cIRcle - UBC's Information Repository
    • الموضوع:
      Banff (Alta.)
    • نبذة مختصرة :
      In this talk I will describe what agent-based models (ABMs) are and the mathematical challenges they present. I will also introduce data assimilation and the ensemble Kalman filter (EnKF). Using an extremely simple ABM, corresponding to a Markov chain that can be solved exactly, I will illustrate how the EnKF works and highlight some of things one must consider when applying data assimilation techniques. I will discuss an application using real data of footfall counts in Leeds. ; Non UBC ; Unreviewed ; Author affiliation: University of Leeds ; Faculty
    • File Description:
      36.0 minutes; video/mp4
    • Relation:
      19w5101: Mathematical Criminology and Security; BIRS Workshop Lecture Videos (Banff, Alta); BIRS-VIDEO-201903181119-Ward; BIRS-VIDEO-19w5101-31814; http://hdl.handle.net/2429/71680
    • الدخول الالكتروني :
      http://hdl.handle.net/2429/71680
    • Rights:
      Attribution-NonCommercial-NoDerivatives 4.0 International ; http://creativecommons.org/licenses/by-nc-nd/4.0/
    • الرقم المعرف:
      edsbas.9B5F1D5D