蝙蝠算法优化相关向量机建模对数据进行建模和预测-The bat algorithm to optimize the relevance vector machine modeling

由于BP神经网络易陷入局部最优，我们利用蝙蝠算法来优化BP的参数，以此找到最优的参数，并作为BP参数的初始值，用来做预测，效果很好！-Due to the BP neural network into local optimum easily, we use the bat algorithm to optimize the parameters of BP, to find the optimal parameters, and as the initial value of paramete

蝙蝠算法应用于系统优化，选择最优的设备组合-Bat algorithm is applied to optimize the system to choose the best combination of equipment

本算法是基于蝙蝠优化算法BA优化SVM，可以大大提高VMD的分类准确率，提高优化时间。(This algorithm is based on bat optimization algorithm BA to optimize SVM, which can greatly improve the classification accuracy of VMD and improve the optimization time.)