Convergence property of decomposition methods for solving quadratic optimization problems arising in support vector machines is studied. It is shown that under a mild condition any decomposition method converges to an optimal solution.
|Journal||Proceedings - IEEE International Symposium on Circuits and Systems|
|Publication status||Published - Sep 6 2004|
|Event||2004 IEEE International Symposium on Cirquits and Systems - Proceedings - Vancouver, BC, Canada|
Duration: May 23 2004 → May 26 2004
ASJC Scopus subject areas
- Electrical and Electronic Engineering