SIAMJO
2010
12 years 11 months ago
2010
SIAMJO
2010
12 years 11 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
12 years 11 months ago
2010
SIAMJO
2010
12 years 11 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
12 years 11 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
12 years 11 months ago
2010
SIAMJO
2010
12 years 11 months ago
2010
SIAMJO
2010
12 years 11 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
12 years 11 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
12 years 11 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...