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基于主体的整数规划——离散决策系统的混合仿真优化

基于主体的整数规划(ABIP)将基于主体的建模的行为丰富性与整数规划的组合严谨性相结合。个体主体追求局部目标,而全局整数规划求解器则强制执行离散可行性约束,从而能够对多参与者系统进行现实建模,其中决策必须是整数值——例如在涌现交互效应下的资源分配、调度和网络设计。

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Method map

The neighbourhood of related methods — select a node to explore.

来源

  1. Wooldridge, M. (2009). An Introduction to MultiAgent Systems (2nd ed.). Wiley. ISBN: 9780470519462
  2. Macal, C. M., & North, M. J. (2010). Tutorial on agent-based modelling and simulation. Journal of Simulation, 4(3), 151-162. DOI: 10.1057/jos.2010.3

如何引用本页

ScholarGate. (2026, June 3). Agent-Based Integer Programming — Hybrid optimization integrating agent-based modeling with integer programming. ScholarGate. https://scholargate.app/zh/simulation/agent-based-integer-programming

Which method?

Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.

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ScholarGateAgent-based integer programming (Agent-Based Integer Programming — Hybrid optimization integrating agent-based modeling with integer programming). 于 2026-06-15 检索自 https://scholargate.app/zh/simulation/agent-based-integer-programming · 数据集: https://doi.org/10.5281/zenodo.20539026