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Mô hình hóa dựa trên tác nhân (ABM)×Phân tích Fractal×
Lĩnh vựcMô phỏngHệ thống phức hợp
HọProcess / pipelineMachine learning
Năm ra đời1970s–1990s (formalized as a field)1983
Người khởi xướngThomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)Benoit Mandelbrot
LoạiComputational simulation methodGeometric complexity quantification
Công trình gốcAxelrod, R. (1997). The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration. Princeton University Press. DOI ↗Mandelbrot, B. B. (1983). The Fractal Geometry of Nature. W. H. Freeman. ISBN: 978-0-7167-1186-5
Tên gọi khácABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modelingBox-Counting Analysis, Fractal Dimension Estimation, Multifractal Analysis, Fraktal Analiz
Liên quan52
Tóm tắtAgent-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.Fractal Analysis quantifies the self-similar, scale-invariant complexity of geometric objects and time series through the fractal dimension D and the Hurst exponent H. Introduced systematically by Benoit Mandelbrot in his 1983 landmark work, the framework extends classical Euclidean geometry to irregular shapes found in nature, finance, physiology, and materials science. It provides a single dimensionless index that captures how completely a pattern fills space across multiple scales.
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ScholarGateSo sánh phương pháp: Agent-Based Modeling · Fractal Analysis. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare