Finite-Time Antisynchronization and Parameters Identification of Nonlinear Coupled Multiple-Weight Markovian Switching Complex Networks with Stochastic Perturbations
The paper mainly focuses on the synchronization of multiple-weight Markovian switching complex networks under nonlinear coupling mode. Based on the finite-time stability theory, Itô’s lemma, and some inequality technologies, the synchronization criterion of network models in the nonlinear coupling m...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-01-01
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| Series: | Advances in Mathematical Physics |
| Online Access: | http://dx.doi.org/10.1155/2020/7456120 |
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| _version_ | 1832567766670901248 |
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| author | Haifeng Qiu Liguo Weng Bin Yu Yanghui Zhang |
| author_facet | Haifeng Qiu Liguo Weng Bin Yu Yanghui Zhang |
| author_sort | Haifeng Qiu |
| collection | DOAJ |
| description | The paper mainly focuses on the synchronization of multiple-weight Markovian switching complex networks under nonlinear coupling mode. Based on the finite-time stability theory, Itô’s lemma, and some inequality technologies, the synchronization criterion of network models in the nonlinear coupling mode is obtained; at the same time, unknown parameters of networks are also identified by an effective controller. In addition, several corollaries are given to illustrate the general applicability of the control rules in the paper. Finally, two typical numerical simulations are given to prove the rationality and feasibility of theoretical analysis of network models. |
| format | Article |
| id | doaj-art-edac48bfa1a4419a8a6d9b9b81a0d484 |
| institution | Kabale University |
| issn | 1687-9120 1687-9139 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Mathematical Physics |
| spelling | doaj-art-edac48bfa1a4419a8a6d9b9b81a0d4842025-02-03T01:00:39ZengWileyAdvances in Mathematical Physics1687-91201687-91392020-01-01202010.1155/2020/74561207456120Finite-Time Antisynchronization and Parameters Identification of Nonlinear Coupled Multiple-Weight Markovian Switching Complex Networks with Stochastic PerturbationsHaifeng Qiu0Liguo Weng1Bin Yu2Yanghui Zhang3State Grid Hangzhou Xiaoshan Power Supply Company, Hangzhou 311200, ChinaState Grid Hangzhou Xiaoshan Power Supply Company, Hangzhou 311200, ChinaState Grid Hangzhou Xiaoshan Power Supply Company, Hangzhou 311200, ChinaState Grid Hangzhou Xiaoshan Power Supply Company, Hangzhou 311200, ChinaThe paper mainly focuses on the synchronization of multiple-weight Markovian switching complex networks under nonlinear coupling mode. Based on the finite-time stability theory, Itô’s lemma, and some inequality technologies, the synchronization criterion of network models in the nonlinear coupling mode is obtained; at the same time, unknown parameters of networks are also identified by an effective controller. In addition, several corollaries are given to illustrate the general applicability of the control rules in the paper. Finally, two typical numerical simulations are given to prove the rationality and feasibility of theoretical analysis of network models.http://dx.doi.org/10.1155/2020/7456120 |
| spellingShingle | Haifeng Qiu Liguo Weng Bin Yu Yanghui Zhang Finite-Time Antisynchronization and Parameters Identification of Nonlinear Coupled Multiple-Weight Markovian Switching Complex Networks with Stochastic Perturbations Advances in Mathematical Physics |
| title | Finite-Time Antisynchronization and Parameters Identification of Nonlinear Coupled Multiple-Weight Markovian Switching Complex Networks with Stochastic Perturbations |
| title_full | Finite-Time Antisynchronization and Parameters Identification of Nonlinear Coupled Multiple-Weight Markovian Switching Complex Networks with Stochastic Perturbations |
| title_fullStr | Finite-Time Antisynchronization and Parameters Identification of Nonlinear Coupled Multiple-Weight Markovian Switching Complex Networks with Stochastic Perturbations |
| title_full_unstemmed | Finite-Time Antisynchronization and Parameters Identification of Nonlinear Coupled Multiple-Weight Markovian Switching Complex Networks with Stochastic Perturbations |
| title_short | Finite-Time Antisynchronization and Parameters Identification of Nonlinear Coupled Multiple-Weight Markovian Switching Complex Networks with Stochastic Perturbations |
| title_sort | finite time antisynchronization and parameters identification of nonlinear coupled multiple weight markovian switching complex networks with stochastic perturbations |
| url | http://dx.doi.org/10.1155/2020/7456120 |
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