粒子群优化算法流程如图5所示。 图5粒子群优化算法流程图Fig.5Flow chart of particle swarm optimisation algorithm 粒子群优化算法假设在D维求解空间中存在N个粒子,用一个D维度矢量来表示群体中每个粒子的位置和速度,假设第i个(i=1,2,…...
5 GA-BP-PSO algorithm flow chart 3.1 GA-BP神经网络模型BP神经网络是一种前向神经网络,采用误差反向传播算法进行训练,由输入层、隐含层和输出层组成[11-12]。采用3层神经网络结构,选择正交试验中选取的5个工艺参数作为BP神经网络模型的输入,翘曲...
Firstly, the fitness function in PSO algorithm is constructed by using the superposition of the score function, and the particle location updating strategy is improved. Then the control flow chart of the algorithm is built and the target path is chosen. After that we ...
and the particle location updating strategy is improved.Then the control flow chart of the algorithm is built and the target path is chosen.Af-ter that we use the program to collect individual fitness values.Finally,the test data generation program is executed and the appropriate test data ...
PSO flow chart for optimizing LFC scaling factors. Full size image PSO algorithm has been run in order to optimize the scaling factors for the proposed LFC in the investigated power system using matlab/simulink program as per the steps shown in Fig. 6 while applying 10% step demand load chan...
also strengthens its global search capability.Experimental results show that this model has a higher regression accuracy and a better generalization capability ，which can obtain more accurate prediction results.Keywords:variational modal decomposition （VMD ）；particle swarm optimization （PSO ）algorithm ...
WeibulldistributionbasedonPSOalgorithmhasgoodcharacteristicsincertainextend,namely,thesearchingis correctandrobust. Keywords:unitedestimation;Weibulldistribution;particleswarmoptimization(PSO);linearregression;maxi- mumlikelihoodestimation(MLE) 似然估计(maximumlikelihoodestimation,MLE)参数。这 样做的原因在于:其一,从估计...
61. This balance ensures that the algorithm not only explores the solution space thoroughly but also exploits the promising areas identified during the exploration. This trait is particularly valuable when dealing with multifaceted optimization scenarios, where the landscape can be rugged and intricate. ...
关键词:轧机;压下系统;PSO 鄄PID 算法;控制精度;迭代次数;优化分析 中图分类号:TG333文献标识码:A 文章编号:1001⁃9944(2022)06⁃0014⁃04 Optimal Control of Rolling Mill Hydraulic Down System Based on Improved PSO ⁃PID Algorithm SU Li 1,XUE Feng 2 (1.School of Electronic Engineering ,Xi...
Martinez (2008) algorithm: Paper, Code Ports Other kind souls have ported this library: Java port by @the3deers Java port by @Menecats .NET port by @idormenco Flutter/Dart port by @mohammedX6 Python port by @KaivnD Please make a ticket if you'd like to be added here :-) ...