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Agent-Based Integer Programming×Pemodelan Berasaskan Agen (ABM)×
BidangSimulasiSimulasi
KeluargaProcess / pipelineProcess / pipeline
Tahun asal1990s–2000s1970s–1990s (formalized as a field)
PengasasEmerged from multi-agent systems and operations research communitiesThomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)
JenisHybrid simulation-optimizationComputational simulation method
Sumber perintisWooldridge, 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 ↗
AliasABIP, Agent-based IP, Multi-agent integer programming, ABM-IPABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modeling
Berkaitan35
RingkasanAgent-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.
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ScholarGateBandingkan kaedah: Agent-based integer programming · Agent-Based Modeling. Dicapai 2026-06-15 daripada https://scholargate.app/ms/compare