P Zhong, M Fukushima - Optimisation Methods and Software, 2007 - Taylor & Francis
Multi-class classification is an important and on-going research subject in machine learning. Recently, the ν-K-SVCR method was proposed by the authors for multi-class classification …
F Facchinei, C Kanzow - SIAM Journal on Control and Optimization, 1999 - SIAM
Regularization methods for the solution of nonlinear complementarity problems are standard methods for the solution of monotone complementarity problems and possess strong …
HD Qi, LZ Liao - Computational Optimization and Applications, 2000 - Springer
Smoothing Newton methods for nonlinear complementarity problems NCP (F) often require F to be at least a P 0-function in order to guarantee that the underlying Newton equation is …
MS Gowda, MA Tawhid - Computational Optimization and Applications, 1999 - Springer
Given a continuous P 0-function F: R n→ R n, we describe a method of constructing trajectories associated with the P 0-equation F (x)= 0. Various well known equation-based …
X Chen, Y Ye - SIAM Journal on Optimization, 2000 - SIAM
In this paper, we propose a Big-Γ smoothing method for solving the P 0 matrix linear complementarity problem. We study the trajectory defined by the augmented smoothing …
P Tseng - Mathematical Programming, 2000 - Springer
The classes of P-, P 0-, R 0-, semimonotone, strictly semimonotone, column sufficient, and nondegenerate matrices play important roles in studying solution properties of equations …
YB Zhao, D Li - Mathematics of Operations Research, 2001 - pubsonline.informs.org
Most known continuation methods for P0 complementarity problems require some restrictive assumptions, such as the strictly feasible condition and the properness condition, to …
YB Zhao, G Isac - SIAM Journal on Control and Optimization, 2000 - SIAM
Using the homotopy invariance property of the degree and a newly introduced concept of the interior-point-ε-exceptional family for continuous functions, we prove an alternative …
F Facchinei, JS Pang - … of Mathematical Sciences, Whiting School of …, 1998 - Citeseer
This paper studies the total stability of the solution set of a variational inequality when both the de ning function and set are perturbed. Using a degree theoretic approach and …