Title :
Statistic Character in Nonlinear Systems
Author :
Zhang, Ya-gang ; Zhang, Po ; Shi, Hui-feng
Author_Institution :
North China Electr. Power Univ., Baoding
Abstract :
The statistic character in nonlinear systems will be clarified in this paper. The distributions of frequency, inter-occurrence times, first passage time and visitation density in unimodal surjective map and Lorenz type maps are discussed carefully. These two kinds of nonlinear systems have same distributions, which are explained in theory. One also elicits catholicity of the statistic character. In the field of application, we hope to afford a symbolic platform which satisfies these statistic character and study some properties of DNA sequences, 20 amino acids symbolic sequences of protein structure, and the time series that can be symbolic in finance market et al.
Keywords :
finance; market research; nonlinear systems; statistical analysis; time series; DNA sequences; Lorenz type maps; amino acids symbolic sequences; nonlinear systems; protein structure; statistic character; time series; unimodal surjective map; Amino acids; Chaos; Cybernetics; DNA; Machine learning; Nonlinear systems; Sequences; Statistical distributions; Statistics; Stochastic processes; First passage time; Inter-occurrence times; Lorenz maps; Unimodal maps;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370586