Finding the chaotic synchronizing state with gradient descent algorithm

被引:12
|
作者
Chen, JY
Wong, KW [1 ]
Shuai, JW
机构
[1] City Univ Hong Kong, Dept Elect Engn, Kowloon, Peoples R China
[2] Xiamen Univ, Dept Phys, Xiamen, Peoples R China
[3] Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
关键词
nonlinear dynamics; chaotic synchronization; Lyapunov exponents; gradient descent algorithm;
D O I
10.1016/S0375-9601(99)00722-7
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this Letter, the gradient descent algorithm is proposed to search for the optimal synchronization between a drive and a response hyperchaotic systems that are coupled with a scalar signal. The energy corresponds to the largest Lyapunov exponent of the response system is defined. Its convergence indicates that the corresponding Lyapunov exponent is always negative. (C) 1999 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:315 / 322
页数:8
相关论文
共 50 条
  • [1] XGANDALF - extended gradient descent algorithm for lattice finding
    Gevorkov, Yaroslav
    Yefanov, Oleksandr
    Barty, Anton
    White, Thomas A.
    Mariani, Valerio
    Brehm, Wolfgang
    Tolstikova, Aleksandra
    Grigat, Rolf-Rainer
    Chapman, Henry N.
    [J]. ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, 2019, 75 : 694 - 704
  • [2] Efficient factored gradient descent algorithm for quantum state tomography
    Wang, Yong
    Liu, Lijun
    Cheng, Shuming
    Li, Li
    Chen, Jie
    [J]. PHYSICAL REVIEW RESEARCH, 2024, 6 (03):
  • [3] The Chaotic Nature of Faster Gradient Descent Methods
    Kees van den Doel
    Uri Ascher
    [J]. Journal of Scientific Computing, 2012, 51 : 560 - 581
  • [4] The Chaotic Nature of Faster Gradient Descent Methods
    van den Doel, Kees
    Ascher, Uri
    [J]. JOURNAL OF SCIENTIFIC COMPUTING, 2012, 51 (03) : 560 - 581
  • [5] A gradient descent algorithm for LASSO
    Kim, Yongdai
    Kim, Yuwon
    Kim, Jinseog
    [J]. PREDICTION AND DISCOVERY, 2007, 443 : 73 - 82
  • [6] Input-to-State Stability of a Bilevel Proximal Gradient Descent Algorithm
    Cunis, Torbjorn
    Kolmanovsky, Ilya
    [J]. IFAC PAPERSONLINE, 2023, 56 (02): : 7474 - +
  • [8] A chaotic stochastic parallel gradient descent algorithm for fast phase correction of optical phased array
    Zhang, Wenchao
    Li, Lijing
    Chen, Wen
    [J]. ELEVENTH INTERNATIONAL CONFERENCE ON INFORMATION OPTICS AND PHOTONICS (CIOP 2019), 2019, 11209
  • [9] Learning gradients by a gradient descent algorithm
    Dong, Xuemei
    Zhou, Ding-Xuan
    [J]. JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2008, 341 (02) : 1018 - 1027
  • [10] A generalized normalized gradient descent algorithm
    Mandic, DP
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2004, 11 (02) : 115 - 118