Book Chapter

Empirical calibration of spatially explicit agent-based models

S Heckbert, I Bishop

Advanced Geo-Simulation Models | Published : 2011

Abstract

Spatially explicit agent-based models integrate human and environmental systems and reveal patterns that arise from a multitude of individual decisions. Properly defining micro-scale behaviours therefore has large importance for macro outcomes, bringing model validation and calibration issues into focus as a challenge for the research community. This paper describes techniques to empirically calibrate representations of decision making processes in agent-based models. Examples are reviewed using survey data, participatory approaches with geovisualisation and experimental economics. Novel approaches are presented, including experimental economics directly integrated with a spatially explicit ..

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University of Melbourne Researchers