620 search results - page 6 / 124 » Stability and Generalization |
ISNN
2005
Springer
14 years 26 days ago
2005
Springer
This paper considers the robust stability of neural networks with multiple delays. Based on Lyapunov stability theory and linear matrix inequality technique, some new delay indepe...
CIBB
2008
13 years 9 months ago
2008
Abstract. Stability is an important property of machine learning algorithms. Stability in clustering may be related to clustering quality or ensemble diversity, and therefore used ...
CORR
2008
Springer
13 years 7 months ago
2008
Springer
This paper focuses on the consensus averaging problem on graphs under general noisy channels. We study a particular class of distributed consensus algorithms based on damped updat...
CDC
2009
IEEE
13 years 8 months ago
2009
IEEE
We investigate the nonlinear exponential stability of the State-Dependent Riccati Equation (SDRE)-based control. The SDRE technique is a nonlinear control method, which has emerged...
AUTOMATICA
2008
13 years 7 months ago
2008
In this paper stabilization of nonlinear systems with quadratic multi-input is considered. With the help of control Lyapunov function (CLF), a constructive parameterization of con...