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SSVM: A Smooth Support Vector Machine for Classification

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A Globally Convergent Smoothing Newton Method for Nonsmooth Equations and Its Application to Complementarity Problems

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A primal-dual algorithm for minimizing a sum of Euclidean norms

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Smoothing functions and smoothing Newton method for complementarity and variational inequality problems

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NCP Functions Applied to Lagrangian Globalization for the Nonlinear Complementarity Problem

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Complexity of a noninterior path-following method for the linear complementarity problem

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Lagrangian globalization methods for nonlinear complementarity problems

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Smoothing Newton and Quasi-Newton Methods for Mixed Complementarity Problems

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A Smoothing Newton Method for General Nonlinear Complementarity Problems

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A Global Linear and Local Quadratic Continuation Smoothing Method for Variational Inequalities with Box Constraints

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Predictor-Corrector Smoothing Methods for Linear Programs with a More Flexible Update of the Smoothing Parameter

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A Strongly Semismooth Integral Function and Its Application

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Quadratic one-step smoothing Newton method for P0-LCP without strict complementarity

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Semismooth Newton Methods for Solving Semi-Infinite Programming Problems

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An iterative method for solving semismooth equations

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A Smoothing Method for a Mathematical Program with P-Matrix Linear Complementarity Constraints

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A Non-Interior Path Following Method for Convex Quadratic Programming Problems with Bound Constraints

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Applications of smoothing methods in numerical analysis and optimization

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A Smoothing Newton Method for Semi-Infinite Programming

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epsilon-SSVR: A Smooth Support Vector Machine for epsilon-Insensitive Regression

IEEE Transactions on Knowledge and Data Engineering

A new smoothing quasi-Newton method for nonlinear complementarity problems

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The convergence of a one-step smoothing Newton method for P0-NCP based on a new smoothing NCP-function

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A semi-infinite programming algorithm for solving optimal power flow with transient stability constraints

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Globally convergent Jacobian smoothing inexact Newton methods for NCP

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A smoothing projected Newton-type algorithm for semi-infinite programming

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A variant smoothing Newton method for P0-NCP based on a new smoothing function

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A nonmonotone smoothing Newton algorithm for solving nonlinear complementarity problems

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Smoothing Newton Method for L1 Soft Margin Data Classification Problem

ICCS 2009 Proceedings of the 9th International Conference on Computational Science

A smoothing inexact Newton method for nonlinear complementarity problems

Journal of Computational and Applied Mathematics

Smoothing algorithms for complementarity problems over symmetric cones

Computational Optimization and Applications

A new smoothing and regularization Newton method for P0-NCP

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A new smooth support vector machine

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A Superlinearly Convergent Method for a Class of Complementarity Problems with Non-Lipschitzian Functions

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A Continuation Method for Nonlinear Complementarity Problems over Symmetric Cones

SIAM Journal on Optimization

A new hybrid method for nonlinear complementarity problems

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A globally and superlinearly convergent quasi-Newton method for general box constrained variational inequalities without smoothing approximation

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Foreword

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Computation of generalized differentials in nonlinear complementarity problems

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A smoothing sample average approximation method for stochastic optimization problems with CVaR risk measure

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A smoothing Newton-type method for solving the L2 spectral estimation problem with lower and upper bounds

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Smoothing Nonlinear Conjugate Gradient Method for Image Restoration Using Nonsmooth Nonconvex Minimization

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Neural networks for solving second-order cone constrained variational inequality problem

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A smoothing Broyden-like method for the mixed complementarity problems

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A fixed-point method for a class of super-large scale nonlinear complementarity problems

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