▍1. psoSVMcgForRegress
一种基于粒子群参数优化算法的支持向量机,用于数据的回归分析(Particle swarm optimization algorithm based on the parameters of support vector machine for regression analysis of data)
一种基于粒子群参数优化算法的支持向量机,用于数据的回归分析(Particle swarm optimization algorithm based on the parameters of support vector machine for regression analysis of data)
九轴姿态解算,数据代码都有,可运行实测;很好运行(Nine axis attitude calculation, data codes are available, can be measured and run well.)
三道题,包括1:用多层感知器(MLP)神经网络误差反向传播(BP)算法实现异或问题:2:用奇阶互补法设计两带滤波器组(高、低通互补),进而实现四带滤波器组 3:估计其功率谱(Three questions, including: 1 using multilayer perceptron ( MLP ) neural network and error back propagation ( BP ) algorithm to realize the XOR problem: 2: the odd order complementary method in the design of two-band filters ( complementary high, low pass ), so as to realize the four band filter group 3: to estimate the power spectrum )
一个基于PSO优化weights的BP算法程序来进行故障诊断(PSO-based algorithm to optimize weights of BP procedures for troubleshooting)
一个基于PSO优化weights的BP算法程序来进行故障诊断(PSO-based algorithm to optimize weights of BP procedures for troubleshooting)
采用粒子群算法对滑模控制器参数进行整定,对象为倒立摆(The particle swarm optimization algorithm is used to adjust the parameters of the sliding mode controller. The object is inverted pendulum.)
boid模型的仿真,得出具体动物群集运动行为的规律、模型(Simulation of boid model)
AdaBoost 和SVM 组合 分类识别代码(combine AdaBoost and SVM to classification )
经典遗传算法,简单易懂。适合初学者使用,是分布式电源的选址定容的算法(Classical genetic algorithm is simple and easy to understand. It is suitable for beginners to use. It is an algorithm for locating and sizing distributed power.)
matlab遗传工具箱,用于遗传代码的编写以及开发(matlab gasd tool)
基于神经网络bp的pid控制器,可以运行。(based on nerual network pid controller)
广义伪贝叶斯算法,一阶和二阶模型的,用于但机动目标跟踪问题(Generalized pseudo-Bayesian algorithm, the first order and second-order model for the maneuvering target tracking problem)
子阵划分的群体智能优化算法 遗传算法 利用遗传算法进行子阵划分(Subarray by swarm intelligence optimization algorithm Genetic Algorithm)
模拟退火算法matlab工具箱,可以用于多目标优化、约束优化等方面,配合进化算法使用,是难的的好工具(Simulated annealing algorithm matlab toolbox that can be used for multi-objective optimization, constrained optimization, etc., coupled with the use of evolutionary algorithms is a good tool for difficult)
近邻聚类法的代码实现。对样本按距离进行分类,将距离近的归为一类,直到截止阈值,以循环迭代实现。(Code of the nearest neighbor clustering method. Be classified according to the distance of the sample, a distance nearly normalized loop iteration until the cut-off threshold.)
计算RBTS——F4网络的序贯可靠性指标(Computing sequential reliability index of RBTS -- F4 network)
svm预测程序,绝对能用,但是需要根据向量维数进行相应调整(svm forecasting process definitely can, but need to carry out the corresponding dimension vector adjustment)
核主成分分析KPCA算法源码[matlab](KPCA Kernel Principal Component Analysis algorithm source [matlab])
基于半监督支持向量机算法,能得到全局最优解,很好用。(Run test_two_moons.m to see the solution of the branch-and-bound algorithm on the two moons toy problem)