From Local to Global Stability in Stochastic Processing Networks Through Quadratic Lyapunov Functions.
A. B. DiekerJ. ShinPublished in: Math. Oper. Res. (2013)
Keyphrases
- stability analysis
- asymptotic stability
- nonlinear functions
- lyapunov function
- linear matrix inequality
- equilibrium point
- real time
- social networks
- information processing
- dynamical systems
- social network analysis
- sufficient conditions
- data processing
- pairwise
- robust stability
- penalty functions
- global information
- class of nonlinear systems
- nonlinear systems
- adaptive control
- control scheme
- complex networks
- control theory
- hopfield neural network
- conditional probability distributions
- optimal control
- closed loop
- bayesian networks
- neural network