SIAMJO
2010
13 years 5 months ago
2010
SIAMJO
2010
13 years 5 months ago
2010
Necessary first-order sequential optimality conditions provide adequate theoretical tools to justify stopping criteria for nonlinear programming solvers. These conditions are sati...
SIAMJO
2010
13 years 5 months ago
2010
SIAMJO
2010
13 years 5 months ago
2010
Quadratic assignment problems (QAPs) with a Hamming distance matrix for a hypercube or a Manhattan distance matrix for a rectangular grid arise frequently from communications and ...
SIAMJO
2010
13 years 5 months ago
2010
We consider a recently proposed optimization formulation of multi-task learning based on trace norm regularized least squares. While this problem may be formulated as a semidefini...
SIAMJO
2010
13 years 5 months ago
2010
SIAMJO
2010
13 years 5 months ago
2010
SIAMJO
2010
13 years 5 months ago
2010
Abstract. We propose a randomized method for general convex optimization problems; namely, the minimization of a linear function over a convex body. The idea is to generate N rando...
SIAMJO
2010
13 years 5 months ago
2010
In this paper, we introduce a new P-type condition for nonlinear functions defined over Euclidean Jordan algebras, and study a continuation method for nonlinear complementarity pro...
SIAMJO
2010
13 years 5 months ago
2010
In this paper, a primal dual method for general possible nonconvex nonlinear optimization problems is considered. The method is an exterior point type method which means that it p...