Automatic Calibration Framework of Agent-Based Models for Dynamic and Heterogeneous Parameters

no code implementations • 7 Mar 2022 • Dongjun Kim, Tae-Sub Yun, Il-Chul Moon, Jang Won Bae

Agent-based models (ABMs) highlight the importance of simulation validation, such as qualitative face validation and quantitative empirical validation.

Automatic Calibration of Dynamic and Heterogeneous Parameters in Agent-based Model

no code implementations • 9 Aug 2019 • Dongjun Kim, Tae-Sub Yun, Il-Chul Moon

While this parameter calibration has been fixed throughout a simulation execution, this paper expands the static parameter calibration in two dimensions: dynamic calibration and heterogeneous calibration.