Phase Space Prediction of Chaotic Time Series with Nu-Support Vector Machine Regression

• 作 者: YEMei-Ying WANGXiao-Dong
• 机 构: CollegeofMathematicsandPhysics,CollegeofInformationScienceandEngineering
• 出 处: 理论物理通讯：英文版
• 发表日期: 2005年1期
• 关键词: 混沌时间序列 相位空间 支撑变量 人工神经网络 非线性处理 chaotic time series phase space prediction support
• 基金项目: 浙江省自然科学基金

A new class of support vector machine, nu-support vector machine, is discussed which can handle both classification and regression. We focus on nu-support vector machine regression and use it for phase space prediction of compares nu-support vector machin