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Pemodelan Berasas Ejen Bayesian×Pemodelan Berasaskan Agen (ABM)×
BidangSimulasiSimulasi
KeluargaProcess / pipelineProcess / pipeline
Tahun asal2000s–2010s1970s–1990s (formalized as a field)
PengasasSunnaker et al. / Grazzini & Richiardi (among key contributors)Thomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)
JenisSimulation calibration and inference frameworkComputational simulation method
Sumber perintisSunnaker, M., Busetto, A. G., Numminen, E., Corander, J., Foll, M., Dessimoz, C. (2013). Approximate Bayesian Computation. PLOS Computational Biology, 9(1), e1002803. DOI ↗Axelrod, R. (1997). The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration. Princeton University Press. DOI ↗
AliasBayesian ABM, ABC-ABM, Bayesian Calibration of ABM, Bayesian Agent SimulationABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modeling
Berkaitan55
RingkasanBayesian Agent-Based Modeling integrates Bayesian statistical inference with agent-based simulation to calibrate model parameters and quantify uncertainty. Rather than fixing agent rules and parameters by assumption, this approach treats unknown parameters as probability distributions and updates them systematically against observed data, yielding a full posterior over plausible model configurations.Agent-based modeling (ABM) is a computational simulation method, formalized through the work of Thomas Schelling and Robert Axelrod in the 1970s–1990s, that simulates the behavior of complex systems by specifying and running autonomous agents — individuals, firms, cells, or any bounded entity — whose local interactions with each other and with their environment collectively produce global, system-level patterns that could not be predicted from any single agent's rules alone.
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ScholarGateBandingkan kaedah: Bayesian Agent-Based Modeling · Agent-Based Modeling. Dicapai 2026-06-15 daripada https://scholargate.app/ms/compare