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21ic
4 天
基于人工蜂群算法优化BP神经网络的PID控制算法
[导读] 由于传统PID控制器面临参数调整繁琐、实时调适滞后、工况适应局限等挑战,本研究提出了一种以人工蜂群算法(Artificial Bee Colony, ABC)为核心的BP神经网络优化策略。研究表明,ABC算法对蜜蜂觅食行为的模拟机制,显著增强了BP神经网络在参数空间中的探索 ...
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