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Agent-Based Modeling (ABM)×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1970s–1990s (formalized as a field)1960s (formalized); modern computational form from 1970s onward
提唱者Thomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)Banks, Carson, Nelson & Nicol (textbook lineage); foundational work by Tocher & Conway (1960s)
種類Computational simulation methodStochastic process simulation
原典Axelrod, R. (1997). The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration. Princeton University Press. 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ABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modelingDES, event-driven simulation, Ayrık Olay Simülasyonu (DES)
関連54
概要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.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 Modeling · Discrete-Event Simulation. 2026-06-15に以下より取得 https://scholargate.app/ja/compare