The fast training algorithm of the method is also given by contrast with standard sequential minimal optimization. 通过对比标准序列最小优化(SMO)方法,得到快速训练算法。
This paper mainly studied the sequential minimal optimization algorithm of support vector machine in statistical learning theory. The support vector machine composed by least sequence algorithm has been used in serial number identification. 本文实现了人民币图像预处理和序列号识别,主要研究了统计学习理论中支持向量机的次序最小优化算法,并将其构建的支持向量机用于序列号识别。
SVM forecast models are established for every point of 24, point loads, and an improved sequential minimal optimization method is used to train SVM. 对24点每点建立一个SVM预测模型,采用改进的序列极小优化算法实现对SVM的快速训练。