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エージェントベース・ミクロシミュレーション×離散事象シミュレーション(DES)×
分野シミュレーションシミュレーション
系統Process / pipelineProcess / pipeline
提唱年1957 (microsimulation); 2000s (hybrid ABMS)1960s (formalized); modern computational form from 1970s onward
提唱者Orcutt, G. H. (microsimulation roots); Bonabeau, E. and others (ABM integration)Banks, Carson, Nelson & Nicol (textbook lineage); foundational work by Tocher & Conway (1960s)
種類Hybrid simulationStochastic process simulation
原典Birkin, M., & Clarke, M. (2012). The enhancement of spatial microsimulation models using geodemographics. Annals of Regional Science, 49(2), 515–532. DOI ↗Banks, J., Carson, J.S., Nelson, B.L. & Nicol, D.M. (2010). Discrete-Event System Simulation (5th ed.). Pearson. ISBN: 978-0136062127
別名ABMS, Agent-Based Micro-Simulation, Microsimulation with Agent-Based Modeling, Hybrid ABM-MicrosimulationDES, event-driven simulation, Ayrık Olay Simülasyonu (DES)
関連54
概要Agent-based microsimulation (ABMS) merges traditional microsimulation's individual-level statistical tracking with agent-based modeling's behavioral rules and interaction mechanisms. It creates virtual populations of heterogeneous agents who evolve over time according to transition probabilities, adaptive behaviors, and social interactions, producing emergent system-level outcomes from micro-level dynamics.Discrete-Event Simulation (DES) is a computational modeling paradigm in which the state of a system changes only at a countable sequence of points in time — the events. Between events nothing changes, so the simulation clock jumps directly from one event to the next. Formalized through the foundational textbooks of Banks, Carson, Nelson and Nicol and of Law in the 1960s–2000s, DES has become the standard tool for analyzing queuing systems, healthcare patient flows, manufacturing lines, and logistics networks where entities move through resources over time.
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ScholarGate手法を比較: Agent-based microsimulation · Discrete-Event Simulation. 2026-06-15に以下より取得 https://scholargate.app/ja/compare