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- W2955291346 abstract "Summary This paper considers optimal consensus control problem for unknown nonlinear multiagent systems (MASs) subjected to control constraints by utilizing event‐triggered adaptive dynamic programming (ETADP) technique. To deal with the control constraints, we introduce nonquadratic energy consumption functions into performance indices and formulate the Hamilton‐Jacobi‐Bellman (HJB) equations. Then, based on the Bellman's optimality principle, constrained optimal consensus control policies are designed from the HJB equations. In order to implement the ETADP algorithm, the critic networks and action networks are developed to approximate the value functions and consensus control policies respectively based on the measurable system data. Under the event‐triggered control framework, the weights of the critic networks and action networks are only updated at the triggering instants which are decided by the designed adaptive triggered conditions. The Lyapunov method is used to prove that the local neighbor consensus errors and the weight estimation errors of the critic networks and action networks are ultimately bounded. Finally, a numerical example is provided to show the effectiveness of the proposed ETADP method." @default.
- W2955291346 created "2019-07-12" @default.
- W2955291346 creator A5020669784 @default.
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- W2955291346 date "2019-07-03" @default.
- W2955291346 modified "2023-10-01" @default.
- W2955291346 title "Data‐driven optimal event‐triggered consensus control for unknown nonlinear multiagent systems with control constraints" @default.
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- W2955291346 doi "https://doi.org/10.1002/rnc.4650" @default.
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