Process / pipelineSimulation / optimization
Agent-Based Genetic Algorithm — Distributed Evolutionary Search via Autonomous Agents
代理人基础遗传算法（ABGA）将遗传算法的种群划分为一系列自主代理人，每个代理人维护一个局部子种群并独立演化。代理人根据邻近性或通信规则定期交换个体（迁移），从而实现搜索空间的并行探索，同时保持种群多样性并避免过早收敛。
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Method map
The neighbourhood of related methods — select a node to explore.
来源
如何引用本页
ScholarGate. (2026, June 3). Agent-Based Genetic Algorithm. ScholarGate. https://scholargate.app/zh/simulation/agent-based-genetic-algorithm
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.
- 基于主体的建模（ABM）仿真↔ compare
- 基于代理的多目标优化仿真↔ compare
- 遗传算法优化↔ compare
- 多目标遗传算法 (MOGA)仿真↔ compare
- 粒子群优化 (PSO)优化↔ compare