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PSO-optimization
- 应用粒子群算法来寻找BP神经网络最优的初始权值还有阈值,本程序主要是以此来拟合函数,读者可以根据需要,小小地修改一下BP神经网络的代码,可以实现诸如模式识别等功能,收敛效果很好,-Application of particle swarm algorithm to find the optimal initial BP neural network weights as well as the threshold value, the procedure is a way to fit func
基于粒子群优化算法的特征选择SVM分类
- 针对“BreastCancer”数据集,作为对比,第一次对特征集直接进行SVM分类,第二次使用粒子群算法进行特征选择后再进行SVM分类。并且对比和分析了两次分类的结果。(For "BreastCancer" data set, as a comparison, the first time the feature set is directly classified by SVM, and the second time the feature set is selected