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[File Format] dsad DL : 0: ：智能算法如粒子群算法已被应用于PID控制器的参数优化，以弥补传统优化方法容易产生振荡和较大超调量的不足，但是粒子群算法存在易于早熟的缺点，在分析量子粒子群算法的基础上，提出了使用量子粒子群算法优化PID控制器的参数。为了兼顾控制系统的各项性能指标，根据控制器的实际要求对各项指标进行加权作为算法的目标函数，对 PID控制器进行多目标寻优。通过2个传递函数实例，分别使用z—N、粒子群算法和量子粒子群算法进行了PID控制器参数优化设计，并对结果进行了分析。-Abstract：Heuristics such as particle swarnl optimization is employed to enhance the capability of traditional techniques， which is easy to produce surge and big overshoot，but PS0 may be trapped in the local optima of the objective and lead to poor performance． This paper propesed the quantum-behaved particle 8wsl in optimization for the parameter optimization of PID controller． A fitness function containing performance indexes Was defined and the algorithm Was used in multi-object optimization of PID controllers． Two examples were given to illustrate the design procedure and exhibit the effectiveness of the proposed method via tomo parison study with the existing Z—N and PSO approaches．
Date : 2025-12-26 Size : 372kb User : dhskja
[File Format] pso DL : 0: 粒子群算法，非常强大的智能寻优算法。可以计算不同适应函数。-Particle Swarm Optimization, a very powerful intelligent optimization algorithm. Different fitness functions can be calculated.
Date : 2025-12-26 Size : 13kb User : wangyiting