ScholarGate
Asistenti

Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Modelimi i bazuar në agjentë (ABM)×Analiza Fraktale×
FushaSimulimiSistemet komplekse
FamiljaProcess / pipelineMachine learning
Viti i origjinës1970s–1990s (formalized as a field)1983
KrijuesiThomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)Benoit Mandelbrot
LlojiComputational simulation methodGeometric complexity quantification
Burimi themeluesAxelrod, 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
Emërtime të tjeraABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modelingBox-Counting Analysis, Fractal Dimension Estimation, Multifractal Analysis, Fraktal Analiz
Të lidhura52
PërmbledhjaAgent-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.
ScholarGateSeti i të dhënave
  1. v1
  2. 2 Burimet
  3. PUBLISHED
  1. v1
  2. 1 Burimet
  3. PUBLISHED

Shko te kërkimi Shkarko diapozitivat

ScholarGateKrahasoni metodat: Agent-Based Modeling · Fractal Analysis. Marrë më 2026-06-18 nga https://scholargate.app/sq/compare