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Самоорганизираща се критичност×Агентно-базирано моделиране (ABM)×
ОбластСложни системиСимулационно моделиране
СемействоRegression modelProcess / pipeline
Година на възникване19871970s–1990s (formalized as a field)
СъздателPer Bak, Chao Tang & Kurt WiesenfeldThomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)
ТипDynamical systems modelComputational simulation method
Основополагащ източникBak, 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 ↗
Други названияSOC, Sandpile Model, Critical Self-Organization, Kendiliğinden Örgütlenen KritiklikABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modeling
Свързани35
РезюмеSelf-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.
ScholarGateНабор от данни
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ScholarGateСравнение на методи: Self-Organized Criticality · Agent-Based Modeling. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare