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Chunhui Chen
Researcher at University of Wisconsin-Madison
Publications - 3
Citations - 787
Chunhui Chen is an academic researcher from University of Wisconsin-Madison. The author has contributed to research in topics: Nonlinear system & Monotone polygon. The author has an hindex of 3, co-authored 3 publications receiving 753 citations.
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A class of smoothing functions for nonlinear and mixed complementarity problems
Chunhui Chen,Olvi L. Mangasarian +1 more
TL;DR: A class of parametric smooth functions that approximate the fundamental plus function, (x)+=max{0, x}, by twice integrating a probability density function leads to classes of smooth parametric nonlinear equation approximations of nonlinear and mixed complementarity problems (NCPs and MCPs).
Journal ArticleDOI
Smoothing methods for convex inequalities and linear complementarity problems
Chunhui Chen,Olvi L. Mangasarian +1 more
TL;DR: A smooth approximationp (x, α) to the plus function max{x, 0} is obtained by integrating the sigmoid function 1/(1 + e−αx), commonly used in neural networks, by means of which an exact solution can be obtained for finiteα.
Journal ArticleDOI
Hybrid misclassification minimization
Chunhui Chen,Olvi L. Mangasarian +1 more
TL;DR: In this article, a simple but fast algorithm is proposed that alternates between minimizing the number of misclassified points by translation of the separating plane, and a rotation of the plane so that it minimizes a weighted average sum of the distances of the misclassified objects to the separation plane.