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Sebaorganizovaná kritickosť×Agent-Based Modeling (ABM)×
OdborKomplexné systémySimulácia
RodinaRegression modelProcess / pipeline
Rok vzniku19871970s–1990s (formalized as a field)
TvorcaPer Bak, Chao Tang & Kurt WiesenfeldThomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)
TypDynamical systems modelComputational simulation method
Pôvodný zdrojBak, P., Tang, C., & Wiesenfeld, K. (1987). Self-organized criticality: An explanation of 1/f noise. Physical Review Letters, 59(4), 381–384. DOI ↗Axelrod, R. (1997). The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration. Princeton University Press. DOI ↗
Ďalšie názvySOC, Sandpile Model, Critical Self-Organization, Kendiliğinden Örgütlenen KritiklikABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modeling
Príbuzné35
ZhrnutieSelf-Organized Criticality (SOC) is a dynamical systems framework introduced by Per Bak, Chao Tang, and Kurt Wiesenfeld in 1987 to explain how large, dissipative systems spontaneously evolve toward a critical state without external fine-tuning. At the critical state, the system produces scale-invariant fluctuations — avalanches whose size and duration follow power-law distributions — and generates 1/f (pink) noise in its power spectrum.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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ScholarGatePorovnať metódy: Self-Organized Criticality · Agent-Based Modeling. Získané 2026-06-18 z https://scholargate.app/sk/compare