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エージェントベース・システムダイナミクス×Agent-Based Modeling (ABM)×
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2000s1970s–1990s (formalized as a field)
提唱者Borshchev, A. & Filippov, A. (hybrid formalization); Sterman, J. D. (system dynamics foundation)Thomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)
種類Hybrid simulation modelComputational simulation method
原典Borshchev, A., & Filippov, A. (2004). From system dynamics and discrete event to practical agent based modeling: Reasons, techniques, tools. In Proceedings of the 22nd International Conference of the System Dynamics Society. Oxford, UK. link ↗Axelrod, R. (1997). The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration. Princeton University Press. DOI ↗
別名AB-SD, Hybrid ABM-SD, Agent-based SD, Multi-level hybrid simulationABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modeling
関連55
概要Agent-based system dynamics (AB-SD) is a hybrid simulation paradigm that couples agent-based modeling (ABM) at the micro level with system dynamics (SD) stock-and-flow structures at the macro level. This allows researchers to capture emergent individual behavior and feedback-driven aggregate dynamics within a single coherent model, making it especially valuable for complex socio-economic and epidemiological systems.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.
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ScholarGate手法を比較: Agent-based system dynamics · Agent-Based Modeling. 2026-06-15に以下より取得 https://scholargate.app/ja/compare