资源列表
Ga_tsp
- TSP问题（旅行商问题），用遗传算法解决TSP问题，得到问题的最优解，是局部最优解。(TSP problem (traveling salesman problem), using genetic algorithm to solve TSP problem, get the optimal solution of the problem, is the local optimal solution.)
MATLAB的语音信号频谱分析
- 语音处理及分析完成声音的变化。男变女，或者女变男，很适应(Speech processing and analysisVoice processing and analysis to complete sound changes. Male change female, or female change male, very adapt)
elm_kernel
- ELM（极限学习分类器）分类器是一个很好用的分类器，(ELM classifier(extreme learning machine classifier) is a good used classifier.)
PSO
- 本文件是一个完整的粒子群优化神经网络的项目实例(This document is a complete particle swarm optimization neural network example of the project)
GRNN的数据预测-基于广义回归神经网络货运量预测
- GRNN的数据预测-基于广义回归神经网络货运量预测(Prediction of GRNN data based on generalized regression neural network for freight volume prediction)
SVM神经网络的信息粒化时序回归预测
- SVM神经网络的信息粒化时序回归预测,人工智能算法(Time series regression prediction of information granulation based on SVM neural network)
概率神经网络的分类预测-基于PNN变压器故障诊断
- 概率神经网络的分类预测,基于PNN变压器故障诊断(Probabilistic neural network classification prediction based on PNN transformer fault diagnosis)
离散Hopfield神经网络的分类——高校科研能力评价
- 离散Hopfield神经网络的分类,高校科研能力评价(Classification of discrete Hopfield neural networks and evaluation of scientific research ability in Universities)
IMU-master
- 惯导数据的仿真及验证，是在matlab上运行的。(Simulation and verification of the inertial derivative)
INS_ukf
- IMU的惯性导航算法实现机制，通过引入非线性卡尔曼滤波算法提高定位的精度。(Implementation of inertial navigation algorithm based on IMU.The nonlinear Calman filtering algorithm is introduced to improve the positioning accuracy.)
LinWPSO
- 权重改进的粒子群算法（线性递减权重法），让惯性权重从最大值线性减小到最小值(Weights to improve particle swarm optimization (linear decreasing weight method), so that inertia weight decreases linearly from maximum to minimum)
Clustering
- 在matlab平台用于数据的聚类分析，kmeans算法(In the matlab platform for data clustering analysis, kmeans algorithm)