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The Use of Surrogate Models to Analyse Agent-Based Models
2021
Journal of Artificial Societies and Social Simulation
The utility of Agent Based Models (ABMs) for decision making support as well as for scientific applications can be increased considerably by the availability and use of methodologies for thorough model behaviour analysis. In view of their intrinsic construction, ABMs have to be analysed numerically. Furthermore, ABM behaviour is o en complex, featuring strong non-linearities, tipping points, and adaptation. This easily leads to high computational costs, presenting a serious practical
doi:10.18564/jasss.4530
fatcat:xctrhnlhxvhz3cwfd4b3gs5oqm