PREDICTION ANALYSIS IN NONLINEAR SYSTEMS

摘要：

The prediction analysis in nonlinear systems will be discussed carefully in this paper. We are mainly using CM (1,1) model to forecast data sequences, and the usual forecast precision is approximate to 90％. In this place we have found a generating rule that may realize chaotic synchronization at least in short and medium term, and we can analysis and forecast in this way. We hope to offer an effective prediction method to study certain properties of DNA base sequences, 20 amino acids symbolic sequences of protein structure, and the time series that can be symbolic in finance market et al.

关键词： Grey Prediction Chaotic Synchronization Symbolic Dynamics Nonlinear System

作者: YA-GANG ZHANG PO ZHANG ZENG-PING WANG

作者单位: Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control under Ministry Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control under Ministry

会议类型: 国际会议

会议名称: 2008 International Conference on Machine Learning and Cybernetics(2008机器学习与控制论国际会议)

会议地点: 昆明

会议语种:英文

页码: 2337-2341

在线出版日期: 2008-07-12（万方平台首次上网日期，不代表论文的发表时间）