000 04831nam a22005655i 4500
001 978-3-031-47835-2
003 DE-He213
005 20251030110842.0
007 cr nn 008mamaa
008 231128s2024 sz | s |||| 0|eng d
020 _a9783031478352
_9978-3-031-47835-2
024 7 _a10.1007/978-3-031-47835-2
_2doi
050 4 _aTK1-9971
072 7 _aTHR
_2bicssc
072 7 _aTEC007000
_2bisacsh
072 7 _aTHR
_2thema
100 1 _aWang, Junyi.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_967666
245 1 0 _aSynchronization Control of Markovian Complex Neural Networks with Time-varying Delays
_h[electronic resource] /
_cby Junyi Wang, Jun Fu.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aVIII, 159 p. 46 illus., 45 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Systems, Decision and Control,
_x2198-4190 ;
_v514
505 0 _aIntroduction -- Stochastic synchronization of Markovian coupled neural networks with partially unknown transition rates -- Local synchronization of Markovian neutral-type complex networks with partially unknown transition rates -- Local Synchronization of Markovian nonlinearly coupled neural networks with generally uncertain transition rates -- Sampled-data synchronization of complex networks based on discontinuous Lyapunov-Krasovskii functional -- Sampled-data synchronization of Markovian coupled neural networks with time-varying mode delays -- Synchronization criteria of delayed inertial neural networks with generally uncertain transition rates -- Conclusions.
520 _aThis monograph studies the synchronization control of Markovian complex neural networks with time-varying delays, and the structure of the book is summarized as follows. Chapter 1 introduces the system description and some background knowledges, and also addresses the motivations of this monograph. In Chapter 2, the stochastic synchronization issue of Markovian coupled neural networks with partially unknown transition rates and random coupling strengths is investigated. In Chapter 3, the local synchronization issue of Markovian neutral complex networks with partially information of transition rates is investigated. The new delay-dependent synchronization criteria in terms of LMIs are derived, which depends on the upper and lower bounds of the delays. In Chapter 4, the local synchronization issue of Markovian nonlinear coupled neural networks with uncertain and partially unknown transition rates is investigated. The less conservative local synchronization criteria containing the bounds of delay and delay derivative are obtained based on the novel augmented Lyapunov-Krasovskii functional and a new integral inequality. In Chapter 5, the sampled-data synchronization issue of delayed complex networks with aperiodic sampling interval is investigated based on enhanced input delay approach, which makes full use of the upper bound of the variable sampling interval and the sawtooth structure information of varying input delay. In Chapter 6, the sampled-data synchronization issue of Markovian coupled neural networks with mode-dependent interval time-varying delays and aperiodic sampling intervals is investigated based on an enhanced input delay approach. Furthermore, the mode-dependent sampled-data controllers are proposed based on the delay dependent synchronization criteria. In Chapter 7, the synchronization issue of inertial neural networks with time-varying delays and generally Markovian jumping is investigated. In Chapter 8, we conclude the monograph by briefly summarizing the main theoretical findings.
650 0 _aElectrical engineering.
_965586
650 0 _aControl engineering.
650 0 _aRobotics.
_959148
650 0 _aAutomation.
_959149
650 1 4 _aElectrical and Electronic Engineering.
_965588
650 2 4 _aControl, Robotics, Automation.
650 2 4 _aControl and Systems Theory.
_965868
700 1 _aFu, Jun.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_967667
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031478345
776 0 8 _iPrinted edition:
_z9783031478369
776 0 8 _iPrinted edition:
_z9783031478376
830 0 _aStudies in Systems, Decision and Control,
_x2198-4190 ;
_v514
856 4 0 _uhttps://doi.org/10.1007/978-3-031-47835-2
912 _aZDB-2-ENG
912 _aZDB-2-SXE
999 _c56669
_d56669