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Emergence of Macro Phenomena through Individual Interactions in Agent-Based Modelling

Explore the world of agent-based modelling through computer simulations that represent individual heterogeneity and interactions. Learn how macro-level phenomena emerge from micro interactions, with a focus on ABM output analysis. Discover tipping points in ABM phase space, the characterization of ABM output through dimension reduction, and representation of ABM output as networks. Delve into graphs generated by R scripts and CSV files created by shell and Perl scripts in two phases of the modelling process.

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Emergence of Macro Phenomena through Individual Interactions in Agent-Based Modelling

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  1. MIRACLE Dawn Parker, Tatiana Filatova, Michael Barton, Terry Dawson, Gary Polhill, Lorenzo Milazzo, Allen Lee,Ju-Sung Lee, Alexey Voinov, Kirsten Robinson, Xiongbing Jin, Calvin Pritchard

  2. Agent-based modelling • …is computer simulation that explicitly represents individual heterogeneity and interactions • Macro-level phenomena emerge from micro interactions

  3. ABM Output Analysis • Tipping Points in ABM Phase Space: • ABM Output Characterized by Dimension Reduction: • ABM Output as Network:

  4. Graph file generated-by R script used CSV file generated-by Shell script used used generated-by CSV file (phase 1) CSV file (phase 2) Perl script used

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