Machine Learning and Intelligent Communications. Second International Conference, MLICOM 2017, Weihai, China, August 5-6, 2017, Proceedings, Part II

Research Article

Dynamic Characteristic Analysis for Complexity of Continuous Chaotic Systems Based on the Algorithms of SE Complexity and C Complexity

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  • @INPROCEEDINGS{10.1007/978-3-319-73447-7_69,
        author={Xiaolin Ye and Jun Mou and Zhisen Wang and Peng Li and Chunfeng Luo},
        title={Dynamic Characteristic Analysis for Complexity of Continuous Chaotic Systems Based on the Algorithms of SE Complexity and C Complexity},
        proceedings={Machine Learning and Intelligent Communications. Second International Conference, MLICOM 2017, Weihai, China, August 5-6, 2017, Proceedings, Part II},
        proceedings_a={MLICOM},
        year={2018},
        month={2},
        keywords={SE complexity C complexity Dynamic analysis Chaotic system Hyperchaotic system},
        doi={10.1007/978-3-319-73447-7_69}
    }
    
  • Xiaolin Ye
    Jun Mou
    Zhisen Wang
    Peng Li
    Chunfeng Luo
    Year: 2018
    Dynamic Characteristic Analysis for Complexity of Continuous Chaotic Systems Based on the Algorithms of SE Complexity and C Complexity
    MLICOM
    Springer
    DOI: 10.1007/978-3-319-73447-7_69
Xiaolin Ye1,*, Jun Mou1,*, Zhisen Wang1,*, Peng Li1,*, Chunfeng Luo1,*
  • 1: Dalian Polytechnic University
*Contact email: yexl@dlpu.edu.cn, moujun@dlpu.edu.cn, z_s_wang@dlpu.edu.cn, lipeng@dlpu.edu.cn, luocf@dlpu.edu.cn

Abstract

In this paper, SE algorithm and C algorithm were described in detail. The complexity characteristics of Lü chaotic system, Chua chaotic memristive system, Bao hyperchaotic system, Chen hyperchaotic system are analyzed based on SE algorithm and C algorithm. We have compared with the dynamical characteristics of four systems by using the conventional dynamic analysis methods and the methods of complexity, the comparative results demonstrate that SE complexity and C complexity can reflect the complexity of continuous chaotic systems accurately and effectually. Through the contrast for the complexity characteristics of two continuous chaotic systems and two continuous hyperchaotic systems, we can obtain that the varying trend of SE complexity and C complexity have much well coherence, and it provides a dynamical analytical method for the research of chaos theory.