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math.OC2019★ 2 cited
Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian: A Lyapunov-based approach
Dongsheng Ding, Mihailo R. Jovanović
For a class of nonsmooth composite optimization problems with linear equality constraints, we utilize a Lyapunov-based approach to establish the global exponential stability of the…
math.OC2007
A passivity-based approach to stability of spatially distributed systems with a cyclic interconnection structure
M. R. Jovanovic, M. Arcak, E. D. Sontag
A class of distributed systems with a cyclic interconnection structure is considered. These systems arise in several biochemical applications and they can undergo diffusion driven…