Particle swarm optimization (PSO) is a very effective method to optimize the kernel function parameters and penalty parameters of SVM, which can greatly improve the robustness. In the actual process, readers can quickly grasp relevant knowledge and use this method by downloading the code I uploaded, simply modifying and reading the attached paper.

Filename	Size	Update
PSO-SVM-MATLAB代码1\fobj.m	426	2016-09-05
PSO-SVM-MATLAB代码1\fun.m	108	2016-09-05
PSO-SVM-MATLAB代码1\mymae.m	70	2016-09-05
PSO-SVM-MATLAB代码1\mymape.m	85	2016-09-05
PSO-SVM-MATLAB代码1\mymse.m	74	2016-09-05
PSO-SVM-MATLAB代码1\objfun.m	402	2016-09-05
PSO-SVM-MATLAB代码1\PSO_SVM_exmp.m	4106	2016-09-05
PSO-SVM-MATLAB代码1\PSO_SVR_exmp.m	3814	2016-09-05
PSO-SVM-MATLAB代码1\pso_test.m	2276	2016-09-05
PSO-SVM-MATLAB代码1\wine.mat	20168	2016-09-05
PSO-SVM-MATLAB代码1\wndspd.mat	447	2016-09-05
PSO-SVM-论文\PSO_SVM软测量方法在火电厂煤质发热量测量中的应用_曹宏芳.pdf	434610	2019-12-29
PSO-SVM-论文\基于PSO_SVM的景观湖泊水体叶绿素a含量预测_李国进.pdf	318092	2019-12-27
PSO-SVM-论文\基于PSO_SVM的管道小泄漏检测_刘浩宇.pdf	2226813	2019-12-29
PSO-SVM-论文\基于混合核函数PSO-SVM的模拟电路故障诊断.pdf	886238	2019-12-29
PSO-SVM-论文\基于随机森林和粒子群优化的SVR的混合气体分析方法研究_李紫蕊.pdf	1592507	2019-12-27
PSO-SVM-论文\改进型PSO_SVM算法对井下多组分气体定量分析的研究_段小丽.pdf	348014	2019-12-29
PSO-SVM-论文\管道腐蚀缺陷超声信号的PSO_SVM模式识别研究_潘峰.pdf	707207	2019-12-27
PSO-SVM-MATLAB代码1	0	2019-12-29
PSO-SVM-论文	0	2019-12-29

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