Sensitivity analysis for agent-based models : a low complexity test-case
Broeke, Guus ten (Wageningen University)
Voorn, George van (Wageningen University)
Ligtenberg, Arend (Wageningen University)

Date: 2014
Abstract: Methodologies for sensitivity analysis are considered to be of great importance for analyzing agent-based models (ABMs), even more because calibration and validation of ABMs often prove problematic. Different methodologies for sensitivity analysis may help to understand ABM dynamics and (thus) aid in the calibration and validation of ABMs. However, model complexity of ABMs is a significant hinderance for a detailed research on which (combination of) sensitivity analysis methods may provide the best option. We present here an agent-based model of low complexity to be used as test case for different methodologies of sensitivity analysis.
Rights: Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades. Creative Commons
Language: Anglès
Document: Comunicació de congrés
Subject: Agent-based models ; Sensitivity analysis ; Computational social science ; Social simulation
Published in: Social Simulation Conference. Bellaterra, Cerdanyola del Valles, 1a : 2014

Podeu consultar la compilació de les ponències presentades a Social Simulation Conference a: https://ddd.uab.cat/record/125597


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Contributions to meetings and congresses > Papers and communications > UAB papers and communications

 Record created 2015-01-27, last modified 2022-06-04



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