Порівняння методів

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Агентно-орієнтоване цілочисельне програмування×Агентне моделювання (ABM)×
ГалузьІмітаційне моделюванняІмітаційне моделювання
РодинаProcess / pipelineProcess / pipeline
Рік появи1990s–2000s1970s–1990s (formalized as a field)
Автор методуEmerged from multi-agent systems and operations research communitiesThomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)
ТипHybrid simulation-optimizationComputational simulation method
Основоположне джерелоWooldridge, M. (2009). An Introduction to MultiAgent Systems (2nd ed.). Wiley. ISBN: 9780470519462Axelrod, R. (1997). The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration. Princeton University Press. DOI ↗
Інші назвиABIP, Agent-based IP, Multi-agent integer programming, ABM-IPABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modeling
Пов'язані35
ПідсумокAgent-Based Integer Programming (ABIP) couples the behavioral richness of agent-based modeling with the combinatorial rigor of integer programming. Individual agents pursue local objectives while a global IP solver enforces discrete feasibility constraints, enabling realistic modeling of multi-actor systems where decisions must be integer-valued — such as resource allocation, scheduling, and network design under emergent interaction effects.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.
ScholarGateНабір даних
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ScholarGateПорівняння методів: Agent-based integer programming · Agent-Based Modeling. Отримано 2026-06-15 з https://scholargate.app/uk/compare