1206 search results - page 21 / 242 » Convergence analysis of online algorithms |
IJON
2010
13 years 3 months ago
2010
This paper explores an application of support vector regression (SVR) to model predictive control (MPC). SVR is employed to identify a dynamic system from input-output data, and t...
CDC
2010
IEEE
13 years 3 months ago
2010
IEEE
Convergence analysis of consensus algorithms is revisited in the light of the Hilbert distance. The Lyapunov function used in the early analysis by Tsitsiklis is shown to be the Hi...
ICASSP
2011
IEEE
13 years 5 days ago
2011
IEEE
Multiplicative update algorithms have encountered a great success to solve optimization problems with non-negativity constraints, such as the famous non-negative matrix factorizat...
DAGSTUHL
1996
13 years 9 months ago
1996
Abstract. Most applications of competitive analysis have involved online problems where a candidate on-line algorithm must compete on some input sequence against an optimal o -line...
CJ
2008
13 years 8 months ago
2008
We evaluate the average-case performance of three approximation algorithms for online non-clairvoyant scheduling of parallel tasks with precedence constraints. We show that for a ...