【摘要】 支持向量机方法以结构风险最小化为原则为机器学习提供了一个崭新的角度,以广泛应用于模式识别和函数拟合中。以支持向量机方法为理论基础,并以当今应用广泛、功能强大的图形化软件开发集成环境LabVIEW为开发平台, 设计实现了间谐波检测系统。该系统具有结构简单、精度高等特点,能准确地检测出间谐波,具有很好的实用价值。更多还原

【Abstract】 Support vector machine (SVM) based on the principle of structure risk minimization provides a brand new direction for machine learning and is widely used in pattern recognition and function fitting. Taking SVM as theoretical foundation and applying graph based integrated software developing platform LabView, an interharmonic detection system possessing the features of simple structure and high precision is designed and implemented, which can precisely detect the interharmonics and can be well used in practice.更多还原