메뉴 건너뛰기




Volumn 44, Issue 12, 2011, Pages 1080-1088

Robust anti-synchronization of uncertain chaotic systems based on multiple-kernel least squares support vector machine modeling

Author keywords

[No Author keywords available]

Indexed keywords

CHAOTIC SYSTEMS; FEEDBACK CONTROL; NUMERICAL METHODS; SUPPORT VECTOR MACHINES; SYNCHRONIZATION;

EID: 80955167662     PISSN: 09600779     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chaos.2011.09.001     Document Type: Article
Times cited : (13)

References (33)
  • 1
    • 0343689904 scopus 로고
    • Synchronization in chaotic systems
    • L.M. Pecora, and T.L. Carroll Synchronization in chaotic systems Phys Rev Lett 64 1990 821 824
    • (1990) Phys Rev Lett , vol.64 , pp. 821-824
    • Pecora, L.M.1    Carroll, T.L.2
  • 2
    • 0242411812 scopus 로고    scopus 로고
    • Complete synchronization and generalized synchronization of one-way coupled time-delay systems
    • M. Zhan, X. Wang, X. Gong, G. Wei, and C. Lai Complete synchronization and generalized synchronization of one-way coupled time-delay systems Phys Rev E 68 2003 6208 6213
    • (2003) Phys Rev e , vol.68 , pp. 6208-6213
    • Zhan, M.1    Wang, X.2    Gong, X.3    Wei, G.4    Lai, C.5
  • 3
    • 0032182417 scopus 로고    scopus 로고
    • Generalized synchronization in chaotic systems
    • PII S0960077997001495
    • S.S. Yang, and C.K. Duan Generalized synchronization in chaotic systems Chaos Solitons Fract 9 10 1998 1703 1707 (Pubitemid 128674659)
    • (1998) Chaos, Solitons and Fractals , vol.9 , Issue.10 , pp. 1703-1707
    • Yang, S.S.1    Duan, C.K.2
  • 6
    • 5444233498 scopus 로고    scopus 로고
    • Chaotic synchronization and anti-synchronization based on suitable separation
    • Y. Zhang, and J. Sun Chaotic synchronization and anti-synchronization based on suitable separation Phys Lett A 330 2004 442 447
    • (2004) Phys Lett A , vol.330 , pp. 442-447
    • Zhang, Y.1    Sun, J.2
  • 8
    • 0346154825 scopus 로고    scopus 로고
    • Anti-synchronization of chaotic oscillators
    • C.M. Kim, S.H. Rim, and W. Key Anti-synchronization of chaotic oscillators Phys Lett A 320 2003 39 46
    • (2003) Phys Lett A , vol.320 , pp. 39-46
    • Kim, C.M.1    Rim, S.H.2    Key, W.3
  • 9
  • 10
    • 41349101935 scopus 로고    scopus 로고
    • Synchronization and anti-synchronization of chaotic power drop-outs and jump-ups of coupled semiconductor lasers
    • I. Wedekind, and U. Parlitz Synchronization and anti-synchronization of chaotic power drop-outs and jump-ups of coupled semiconductor lasers Phys Rev E 66 2002 026218-1 026218-4
    • (2002) Phys Rev e , vol.66 , pp. 0262181-0262184
    • Wedekind, I.1    Parlitz, U.2
  • 11
    • 45449118091 scopus 로고    scopus 로고
    • Mode synchronization of external cavity semiconductor lasers
    • DOI 10.1142/S0218127408020926, PII S0218127408020926
    • I. Wedekind, and U. Parlitz Mode synchronization of external cavity semiconductor lasers Int J Bifurcat Chaos 18 1 2008 1199 1209 (Pubitemid 351851369)
    • (2008) International Journal of Bifurcation and Chaos , vol.18 , Issue.4 , pp. 1199-1209
    • Wedekind, I.1    Parlitz, U.2
  • 12
    • 0035435464 scopus 로고    scopus 로고
    • Chaotic antiphase dynamics and synchronization in multimode semiconductor lasers
    • A. Uchida, Y. Liu, I. Fischer, P. Davis, and T. Aida Chaotic antiphase dynamics and synchronization in multimode semiconductor lasers Phys Rev A 64 2001 023801-1 023801-6
    • (2001) Phys Rev A , vol.64 , pp. 0238011-0238016
    • Uchida, A.1    Liu, Y.2    Fischer, I.3    Davis, P.4    Aida, T.5
  • 13
    • 67650421571 scopus 로고    scopus 로고
    • Chaos anti-synchronization of two non-identical chaotic systems with known or fully unknown parameters
    • A. Al-Sawalha Chaos anti-synchronization of two non-identical chaotic systems with known or fully unknown parameters Chaos Solitons Fract 42 3 2009 1926 1932
    • (2009) Chaos Solitons Fract , vol.42 , Issue.3 , pp. 1926-1932
    • Al-Sawalha, A.1
  • 14
    • 67649976591 scopus 로고    scopus 로고
    • Anti-synchronization of chaotic systems with uncertain parameters via adaptive control
    • M.M. Al-sawalha, and M.S.M. Noorani Anti-synchronization of chaotic systems with uncertain parameters via adaptive control Phys Lett A 373 32 2009 2852 2857
    • (2009) Phys Lett A , vol.373 , Issue.32 , pp. 2852-2857
    • Al-Sawalha, M.M.1    Noorani, M.S.M.2
  • 15
    • 67651006171 scopus 로고    scopus 로고
    • Adaptive anti-synchronization of different chaotic dynamical systems
    • E.M. Elabbasy, and M.M. El-Dessoky Adaptive anti-synchronization of different chaotic dynamical systems Chaos Solitons Fract 42 4 2009 2174 2180
    • (2009) Chaos Solitons Fract , vol.42 , Issue.4 , pp. 2174-2180
    • Elabbasy, E.M.1    El-Dessoky, M.M.2
  • 17
    • 72249086058 scopus 로고    scopus 로고
    • An H approach to anti-synchronization for chaotic systems
    • C.K. Ahn An Happroach to anti-synchronization for chaotic systems Phys Lett A 373 2009 1729 1733
    • (2009) Phys Lett A , vol.373 , pp. 1729-1733
    • Ahn, C.K.1
  • 18
    • 67649841915 scopus 로고    scopus 로고
    • CMAC-based adaptive backstepping synchronization of uncertain chaotic systems
    • C.M. Lin, Y.F. Peng, and M.H. Lin CMAC-based adaptive backstepping synchronization of uncertain chaotic systems Chaos Solitons Fract 42 2009 981 988
    • (2009) Chaos Solitons Fract , vol.42 , pp. 981-988
    • Lin, C.M.1    Peng, Y.F.2    Lin, M.H.3
  • 19
    • 64649095352 scopus 로고    scopus 로고
    • Fuzzy model based adaptive synchronization of uncertain chaotic systems: Robust tracking control approach
    • E.J. Hwang, C.H. Hyun, E. Kim, and M. Park Fuzzy model based adaptive synchronization of uncertain chaotic systems: robust tracking control approach Phys Lett A 373 22 2009 1935 1939
    • (2009) Phys Lett A , vol.373 , Issue.22 , pp. 1935-1939
    • Hwang, E.J.1    Hyun, C.H.2    Kim, E.3    Park, M.4
  • 20
    • 62549107039 scopus 로고    scopus 로고
    • Controlling based method for modelling chaotic dynamical systems from time series
    • P. Palaniyandi Controlling based method for modelling chaotic dynamical systems from time series Chaos Solitons Fract 39 2 2009 625 658
    • (2009) Chaos Solitons Fract , vol.39 , Issue.2 , pp. 625-658
    • Palaniyandi, P.1
  • 22
    • 0035181296 scopus 로고    scopus 로고
    • Optimal control by least squares support vector machines
    • DOI 10.1016/S0893-6080(00)00077-0, PII S0893608000000770
    • J.A.K. Suykens, J. Vandewalle, and B. De Moor Optimal control by least squares support vector machines Neural Netw 14 1 2001 23 35 (Pubitemid 32014342)
    • (2001) Neural Networks , vol.14 , Issue.1 , pp. 23-35
    • Suykens, J.A.K.1    Vandewalle, J.2    De Moor, B.3
  • 23
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • J.A.K. Suykens, and J. Vandewalle Least squares support vector machine classifiers Neural Process Lett 9 3 1999 293 300
    • (1999) Neural Process Lett , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 26
    • 67349149195 scopus 로고    scopus 로고
    • Building sparse multi-kernel SVM classifiers
    • M. Hu, Y. Chen, and J.T. Kwok Building sparse multi-kernel SVM classifiers IEEE Trans Neural Netw 20 5 2009 827 839
    • (2009) IEEE Trans Neural Netw , vol.20 , Issue.5 , pp. 827-839
    • Hu, M.1    Chen, Y.2    Kwok, J.T.3
  • 27
    • 67549113661 scopus 로고    scopus 로고
    • Multiple kernel learning for support vector regression
    • S. Qiu, and T. Lane Multiple kernel learning for support vector regression IEEE/ACM Trans Comput Biol Bioinform 6 2 2009 190 199
    • (2009) IEEE/ACM Trans Comput Biol Bioinform , vol.6 , Issue.2 , pp. 190-199
    • Qiu, S.1    Lane, T.2
  • 28
    • 77952557123 scopus 로고    scopus 로고
    • Chaos modeling and real-time online prediction of permanent magnet synchronous motor based on multiple kernel least squares support vector machine
    • [in Chinese]
    • Q. Chen, and X.M. Ren Chaos modeling and real-time online prediction of permanent magnet synchronous motor based on multiple kernel least squares support vector machine Chin Phys Soc 59 4 2009 2310 2318 [in Chinese]
    • (2009) Chin Phys Soc , vol.59 , Issue.4 , pp. 2310-2318
    • Chen, Q.1    Ren, X.M.2
  • 29
    • 0001500115 scopus 로고
    • Functions of positive and negative type and their connection with the theory of integral equations
    • J. Mercer Functions of positive and negative type and their connection with the theory of integral equations Philos Trans Roy Soc 209 1909 415 446
    • (1909) Philos Trans Roy Soc , vol.209 , pp. 415-446
    • Mercer, J.1
  • 30
    • 67649604811 scopus 로고    scopus 로고
    • Adaptive robust control of uncertain nonlinear systems with nonlinear delayed state perturbations
    • H.S. Wu Adaptive robust control of uncertain nonlinear systems with nonlinear delayed state perturbations Automatica 45 8 2009 1979 1984
    • (2009) Automatica , vol.45 , Issue.8 , pp. 1979-1984
    • Wu, H.S.1
  • 31
    • 0036161011 scopus 로고    scopus 로고
    • Choosing multiple parameters for support vector machines
    • DOI 10.1023/A:1012450327387
    • O. Chapelle, V. Vapnik, O. Bousquet, and S. Mukherjee Choosing multiple parameters for support vector machines Mach Learn 46 1 2002 131 159 (Pubitemid 34129966)
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 131-159
    • Chapelle, O.1    Vapnik, V.2    Bousquet, O.3    Mukherjee, S.4
  • 32
    • 0000241853 scopus 로고
    • Deterministic non-periodic flow
    • E.N. Lorenz Deterministic non-periodic flow J Atmos Sci 20 2 1963 130 141
    • (1963) J Atmos Sci , vol.20 , Issue.2 , pp. 130-141
    • Lorenz, E.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.