dc.contributor.author | Chen, Fei | |
dc.contributor.author | Liu, Fei | |
dc.contributor.author | Karimi, Hamid Reza | |
dc.date.accessioned | 2014-01-27T11:51:04Z | |
dc.date.available | 2014-01-27T11:51:04Z | |
dc.date.issued | 2013 | |
dc.identifier.citation | Chen, F., Liu, F., & Karimi, H. R. (2013). Neural network based finite-time stabilization for discrete-time Markov jump nonlinear systems with time delays. Abstract and Applied Analysis, 2013. doi: 10.1155/2013/359265 | no_NO |
dc.identifier.issn | 1085-3375 | |
dc.identifier.uri | http://hdl.handle.net/11250/136997 | |
dc.description | Published version of an article in the journal: Abstract and Applied Analysis. Also available from the publisher at: http://dx.doi.org/10.1155/2013/359265 Open Access | no_NO |
dc.description.abstract | This paper deals with the finite-time stabilization problem for discrete-time Markov jump nonlinear systems with time delays and norm-bounded exogenous disturbance. The nonlinearities in different jump modes are parameterized by neural networks. Subsequently, a linear difference inclusion state space representation for a class of neural networks is established. Based on this, sufficient conditions are derived in terms of linear matrix inequalities to guarantee stochastic finite-time boundedness and stochastic finite-time stabilization of the closed-loop system. A numerical example is illustrated to verify the efficiency of the proposed technique. | no_NO |
dc.language.iso | eng | no_NO |
dc.publisher | Hindawi Publishing Corporation | no_NO |
dc.title | Neural network based finite-time stabilization for discrete-time Markov jump nonlinear systems with time delays | no_NO |
dc.type | Journal article | no_NO |
dc.type | Peer reviewed | no_NO |
dc.subject.nsi | VDP::Mathematics and natural science: 400::Mathematics: 410::Analysis: 411 | no_NO |
dc.source.pagenumber | 1-8 | no_NO |
dc.identifier.doi | 10.1155/2013/359265 | |