Theory of valuations on manifolds, II

This article is the second part in the series of articles where we are developing theory of valuations on manifolds. Roughly speaking valuations could be thought as finitely additive measures on a class of nice subsets of a manifold which satisfy some additional assumptions.The goal of this article is to introduce a notion of a smooth valuation on an arbitrary smooth manifold and establish some of the basic properties of it.     

非线性均衡问题一个超线性收敛的光滑逼近SQP算法

研究非线性均衡问题,引入一个磨光算子将原问题转化为光滑问题,并用此光滑问题来逼近原来的问题而求解.在每步迭代中,通过转轴运算,求解一个线性约束二次规划问题和显式修正方向来得到主方向,并通过一个显式公式来得到高阶修正方向使得算法避免Maratos效应.在不需要上层互补条件下证明了算法具有全局收敛性和强收敛性且具有超线性收敛速度.     

光滑Weyl和的分数幂均值的数值上界(II)

通过讨论光滑Weyl和的任意幂次均值的数值上界之间的关系,给出了幂次为区间[6,7]中的值时相应均值的数值上界的一些新结果.     

Orlicz空间中加权光滑模与K-泛函的等价性及其应用

首先介绍了由Young函数生成的Orlicz空间L_Φ~*[0,∞),然后利用归纳假设和分解方法证明了r阶加权光滑模与加权K-泛函的等价性,最后作为光滑模的应用给出了Gamma算子在L_Φ~*[0,∞)空间内加权同时逼近的B-型强逆不等式.     

���ع�ģ�͵�Smooth LASSO��Spline LASSO����ѡ��

??Considering a parameter estimation and variable selection problem in logistic regression, we propose Smooth LASSO and Spline LASSO. When the variables is continuous, using Smooth LASSO can select local constant coefficient in each group. However, in some case, the coefficient might be different and change smoothly. Using Spline Lasso to estimate parameter is more appropriate. In this article, we prove the reliability of the model by theory. Finally using coordinatedescent algorithm to solve the model. Simulations show that the model works very effectively both in feature selection and prediction accuracy.     

一类广义半无限规划问题的光滑牛顿算法

本文在广义半无限规划问题的最优解集X处满足某些条件的前提下将广义半无限规划问题转化成KKT系统,通过扰动的FB函数,将KKT系统转化为一组光滑函数方程,设计了一个光滑牛顿算法,证明了算法的全局收敛性,并且在光滑函数解集处满足局部误差界条件下证明了算法具有超线性收敛速率.     

互补问题的光滑逼近法

提出求解互补问题的一个光滑逼近法,从而可直接利用各类光滑方程组成无约束可微优化算法求解线性和非线性互补问题,数值实验表明了方法的有效性。     

On Smooth Solution for a Nonlinear 5th Order Equation of KdV Type

The existence of global smooth solutions for a nonlinear 5th order equation of KdV type with the periodic boundary condition and initial value condition is proved, we also get the local smooth characterization of the solution for the initial value problem.