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Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms [[electronic resource] /] / by Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
| Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms [[electronic resource] /] / by Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren |
| Autore | Wang Jin-Liang |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XIII, 220 p. 43 illus., 41 illus. in color.) |
| Disciplina | 629.8 |
| Soggetto topico |
Control engineering
Neural networks (Computer science) Artificial intelligence Statistical physics Dynamical systems Control and Systems Theory Mathematical Models of Cognitive Processes and Neural Networks Artificial Intelligence Complex Systems |
| ISBN | 981-10-4907-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Pinning control strategies for synchronization of Coupled Reaction-Diffusion Neural Networks -- Pinning control for synchronization of Coupled Reaction-Diffusion Neural Networks with directed topologies -- Impulsive control for the synchronization of Coupled Reaction-Diffusion Neural Networks -- Novel adaptive strategies for synchronization of Coupled Reaction-Diffusion Neural Networks -- Synchronization and adaptive control of Coupled Reaction-Diffusion Neural Networks with hybrid coupling -- Passivity-based synchronization of Coupled Reaction-Diffusion Neural Networks with time-varying delay -- Passivity and synchronization of Coupled Reaction-Diffusion Neural Networks with adaptive coupling -- Passivity analysis of Coupled Reaction-Diffusion Neural Networks with Dirichlet boundary conditions -- Passivity of directed and undirected Coupled Reaction-Diffusion Neural Networks with adaptive coupling weights. |
| Record Nr. | UNINA-9910299571103321 |
Wang Jin-Liang
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| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Analysis and Control of Output Synchronization for Complex Dynamical Networks [[electronic resource] /] / by Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
| Analysis and Control of Output Synchronization for Complex Dynamical Networks [[electronic resource] /] / by Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren |
| Autore | Wang Jin-Liang |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (225 pages) |
| Disciplina | 003 |
| Soggetto topico |
Engineering
Control and Systems Theory Complexity Mathematical Modeling and Industrial Mathematics |
| ISBN | 981-13-1352-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Output Synchronization Criteria for Impulsive CDNs with Time-varying Delay -- Passivity and Output Synchronization of CDNs with Fixed and Adaptive Coupling Strength -- Analysis and Control of Output Synchronization in Directed and Undirected CDNs -- Output Synchronization in CNNs with and without External Disturbances -- Local and Global Exponential Output Synchronization of CDDNs -- Adaptive output synchronization of CDDNs with output coupling -- Pinning Synchronization of CDNs With Multi-Weights -- Analysis and Pinning Control for Output Synchronization and H-Infinity Output Synchronization of Multi-weighted Complex Networks. |
| Record Nr. | UNINA-9910484719403321 |
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Wang Jin-Liang
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| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Dynamical Behaviors of Fractional-Order Complex Dynamical Networks
| Dynamical Behaviors of Fractional-Order Complex Dynamical Networks |
| Autore | Wang Jin-Liang |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore Pte. Limited, , 2024 |
| Descrizione fisica | 1 online resource (204 pages) |
| ISBN |
9789819729500
9789819729494 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- 1 Passivity and Finite-Time Passivity for Multi-Weighted Fractional-Order Complex Networks with Fixed and Adaptive Couplings -- 1.1 Introduction -- 1.2 Preliminaries and Network Model -- 1.2.1 Definitions -- 1.2.2 Lemmas -- 1.2.3 Network Model -- 1.3 Passivity of MWFOCDNs with Fixed and Adaptive Couplings -- 1.3.1 Passivity of MWFOCDNs with Fixed Couplings -- 1.3.2 Passivity of MWFOCDNs with Adaptive Couplings -- 1.4 FTP of MWFOCDNs with Fixed and Adaptive Couplings -- 1.4.1 FTP of MWFOCDNs with Fixed Couplings -- 1.4.2 FTP of MWFOCDNs with Adaptive Couplings -- 1.5 Numerical Examples -- 1.6 Conclusion -- References -- 2 Passivity of Coupled Fractional-Order Neural Networks with Multiple State and Derivative Couplings -- 2.1 Introduction -- 2.2 Preliminaries -- 2.2.1 Notations -- 2.2.2 Definitions -- 2.2.3 Lemmas -- 2.3 Passivity and Synchronization of CFONNMSCs -- 2.3.1 Model -- 2.3.2 Passivity Analysis of CFONNMSCs -- 2.3.3 Synchronization Analysis of CFONNMSCs -- 2.4 Passivity and Synchronization of CFONNMDCs -- 2.4.1 Model -- 2.4.2 Passivity Analysis of CFONNMDCs -- 2.4.3 Synchronization Analysis of CFONNMDCs -- 2.5 Numerical Examples -- 2.6 Conclusion -- References -- 3 Finite-Time Passivity for Coupled Fractional-Order Neural Networks with Multistate or Multiderivative Couplings -- 3.1 Introduction -- 3.2 Preliminaries -- 3.2.1 Notations -- 3.2.2 Definitions -- 3.2.3 Lemmas -- 3.3 FTP for CFONNMSCs -- 3.3.1 CFONNMSCs -- 3.3.2 State-Feedback Control for the FTP of CFONNMSCs -- 3.3.3 Adaptive State-Feedback Control for the FTP of CFONNMSCs -- 3.4 FTP for CFONNMDCs -- 3.4.1 CFONNMDCs -- 3.4.2 State-Feedback Control for the FTP of CFONNMDCs -- 3.4.3 Adaptive State-Feedback Control for the FTP of CFONNMDCs -- 3.5 Numerical Examples -- 3.6 Conclusion -- References.
4 Output Synchronization Analysis and PD Control for Coupled Fractional-Order Neural Networks with Multiple Weights -- 4.1 Introduction -- 4.2 Preliminaries -- 4.2.1 Notations -- 4.2.2 Definitions -- 4.2.3 Lemmas -- 4.3 Output Synchronization for MWCFONNs -- 4.3.1 Network Model -- 4.3.2 Output Synchronization Analysis -- 4.3.3 PD-Based Output Synchronization -- 4.4 Output Synchronization for MWCFONNs with Uncertain Parameters -- 4.4.1 Network Model -- 4.4.2 Output Synchronization Analysis -- 4.4.3 PD-Based Output Synchronization -- 4.5 Numerical Examples -- 4.6 Conclusion -- References -- 5 Finite-Time Output Synchronization for Fractional-Order Complex Networks with Output or Output Derivative Coupling -- 5.1 Introduction -- 5.2 Preliminaries -- 5.2.1 Definitions -- 5.2.2 Lemmas -- 5.3 FTOS of OCFOCNs -- 5.3.1 OCFOCN -- 5.3.2 Output-Feedback Control for the FTOS of OCFOCN -- 5.3.3 Adaptive Output-Feedback Control for the FTOS of OCFOCN -- 5.4 FTOS of ODCFOCNs -- 5.4.1 ODCFOCN -- 5.4.2 Output-Feedback Control for the FTOS of ODCFOCN -- 5.4.3 Adaptive Output-Feedback Control for the FTOS of ODCFOCN -- 5.5 Numerical Examples -- 5.6 Conclusion -- References -- 6 Passivity for Multiadaptive Coupled Fractional-Order Reaction-Diffusion Neural Networks -- 6.1 Introduction -- 6.2 Preliminaries -- 6.2.1 Notations -- 6.2.2 Definitions -- 6.2.3 Lemmas -- 6.2.4 MCFORNNs -- 6.3 Passivity for Multiadaptive Coupled CFORNNs … -- 6.3.1 Passivity Criterion -- 6.3.2 Synchronization Criteria -- 6.4 Passivity for Multiadaptive Coupled CFORNNs with Fractional-Order … -- 6.4.1 Passivity Criterion -- 6.4.2 Synchronization Criteria -- 6.5 Numerical Examples -- 6.6 Conclusion -- References -- 7 Synchronization and Adaptive Control for Coupled Fractional-Order Reaction-Diffusion Neural Networks with Multiple Couplings -- 7.1 Introduction -- 7.2 Preliminaries. 7.2.1 Notations -- 7.2.2 Definitions -- 7.2.3 Lemmas -- 7.3 Synchronization and Adaptive Synchronization for MSCFORDNNs -- 7.3.1 Model -- 7.3.2 Synchronization for MSCFORDNNs -- 7.3.3 Adaptive Synchronization for MSCFORDNNs -- 7.4 Synchronization and Adaptive Synchronization for MSDCFORDNNs -- 7.4.1 Model -- 7.4.2 Synchronization for MSDCFORDNNs -- 7.4.3 Adaptive Synchronization for MSDCFORDNNs -- 7.5 Numerical Examples -- 7.6 Conclusion -- References. |
| Record Nr. | UNINA-9910865260803321 |
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Wang Jin-Liang
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| Singapore : , : Springer Singapore Pte. Limited, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Passivity of complex dynamical networks : analysis, control and applications / / Jin-Liang Wang, Huai-Ning Wu, Shun-Yan Ren
| Passivity of complex dynamical networks : analysis, control and applications / / Jin-Liang Wang, Huai-Ning Wu, Shun-Yan Ren |
| Autore | Wang Jin-Liang |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (XIV, 243 p. 46 illus. in color.) |
| Disciplina | 629.836 |
| Soggetto topico |
Computer networks
Automatic control Passivity-based control |
| ISBN | 981-334-287-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Passivity Analysis of CDNs with Multiple Time-varying Delays -- Passivity Analysis and Pinning Control of Multi-Weighted CDNs -- Finite-time Passivity and Synchronization of CDNs with State and Derivative Coupling -- Finite-time Passivity of Adaptive Coupled Neural Networks with Undirected and Directed Topologies -- Finite-time Passivity of Coupled Neural Networks with Multiple Weights -- Passivity and Stability Analysis of Reaction-diffusion Neural Networks with Dirichlet Boundary Conditions -- Passivity of Delayed Reaction-diffusion Networks with Application to a Food Web Model -- Passivity and Synchronization of CURDNNs with Multiple Time-delays. |
| Record Nr. | UNINA-9910484907903321 |
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Wang Jin-Liang
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| Singapore : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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