一类拟可微函数的极小化算法

本文给出一类拟可微函数的极小化问题min f(x)=f₀(x)-maxf_i(x),x∈Rⁿ的算法,其中f₀是凸函数,f_i是连续可微函数,I是一个有限的指标集.算法的核心是对次微分作外接多面体近似.该算法属于下降算法.有关算法的理论作了详细的论述.     

非可微分二层Lipschitz规划的广义微分和广义方向导数

本文对构成函数为Ｌｉｐｓｃｈｉｔｚ函数的二层规划问题,利用非光滑分析工具,讨论了下层极值函数和上层复合目标函数的Ｌｉｐｓｃｈｉｔｚ连续性,给出了这些函数的广义微分和广义方向导数的估计式。本文得到的结果为进一步研究非可微二层Ｌｉｐｓｃｈｉｔｚ规划的最优性条件和有效算法等理论和方法问题奠定了基础。     

两种微分形式下最优性条件的关系

本文考虑具有不等式约束条件不可微优化问题，假定目标函数和约束函数既是Lipschitz的也是拟可微的．证明了该问题拟微分形式下的FritzJohn点必是Clarke广义梯度形式下的FritzJohn点．另外，还给出了拟微分和Clarke广义梯度之间的关系．     

无约束拟可微优化的信赖域方法的全局收敛性

设f：R^n→R为实值拟可微函数，x∈domf，则f在x点沿方向d∈R^n的方向导数表示为     

C1,1半定规划的二阶最优性条件

研究了C1,1函数类的半定规划问题,其中的目标函数是连续可微的,其梯度是拟可微的.利用拟可微分析分别给出了二阶必要条件和二阶充分条件.     

具有混合约束条件的拟可微函数的Fritz John条件

对于含有等式与不等式约束条件的拟可微函数（在Ｄｅｍｙａｎｏｖ和Ｒｕｂｉｎｏｖ意义下）优化问题，本文给出了Ｆｒｉｔｚ Ｊｏｈｎ形式最优性条件，改进了已有的结果。     

广义Taylor中值函数若干分析性质

文[2-8]对微分中值定理及Taylor定理"中间点"的渐近性质进行了研究,本文在此基础上,给出了"广义Taylor中值函数"的定义,对"广义Taylor中值函数"的分析性质进行了系统的讨论,证明了"广义Taylor中值函数"的单调性、可积性、连续性、可微性等分析性质.     

一类拟可微函数的凸化核

本文对拟可微函数定义了凸化核的概念,并对其具体结构做了进一步的研究, 给出了一般拟可微函数为次可微的一个充分条件．     

非可微参数规划极值函数方向导数的表示

参数规划的极值函数一般是非可微的且没有显示表示。为了讨论极值函数的变化性质，研究其方向导数有重要作用。本文对两类非可微函数（凸函数和拟可微函数）构成的参数规划问题的极值函数，给出了其普通方向导数的等式表示。     

关于几类积分的微分算子级数解法

利用微分算子级数法 ,将若干类广义积分及变上限函数的积分问题化为微分运算 ,介绍它们转换的条件、公式及实例 .     

Calculus of Generalized Quasi-differentiable Functions I: Some Results on the Space of Pairs of Convex-Set Collections

A Riesz space K1 whose elements are pairs of convex-set collections is presented for the study on the calculus of generalized quasi-differentiable functions. The space K1 is constructed by introducing a well-defined equivalence relation among pairs of collections of convex sets. Some important properties on the norm and operations in K1 are given.     

一类特殊拟可微函数最优化问题的线性化方法

In this paper,we consider the problem of minimizing a particular class of quasi-differentiable functions:min{f(x)=max min fij(x)}.An algorithm for this problem is giver.At each iteration by solving quadratic programming subproblems to generate search directions,its convergence is proved in the sense of inf-stationary points.     

A simplified conjugation scheme for lower semi-continuous functions

We present two generalized conjugation schemes for lower semi-continuous functions defined on a real Banach space whose norm is Fréchet differentiable off the origin, and sketch their applications to optimization duality theory. Both approaches are based upon a new characterization of lower semi-continuous functions as pointwise suprema of a special class of continuous functions.     

Calculus of Generalized Quasi－differentiable Functions Ⅰ：Some Results on the Space of Pairs of Convex－Set Collections

A Riesz space K1 whose elements are pairs of convex-set collections is presented for the study on the calculus of generalized quasi-differentiable functions.The space K1 is constructed by introducing a well-defined equivalence reation among pairs of collections of convex sets .Some important properties on the norm and operations is K1 are given.     

Hermite展开与弱函数乘法的性质

根据丁夏畦院士利用Hermite展开定义的弱函数和广义弱函数以及函数的乘法等概念，来进一步研究弱函数乘法的相关性质，并证明了弱函数的乘法满足交换律、分配律和Leibniz法则，但不满足结合律。     

On second-order directional derivatives of value functions

Directional derivatives of value functions play an essential role in the sensitivity and stability analysis of parametric optimization problems, in studying bi-level and min–max problems, in quasi-differentiable calculus. Their calculation is studied in numerous works by A.V. Fiacco, V.F. Demyanov and A.M. Rubinov, R.T. Rockafellar, A. Shapiro, J.F. Bonnans, A.D. Ioffe, A. Auslender and R. Cominetti, and many other authors. This article is devoted to the existence of the second order directional derivatives of value functions in parametric problems with non-single-valued solutions. The main idea of the investigation approach is based on the development of the method of the first-order approximations by V.F. Demyanov and A.M. Rubinov.     

广义梯度计算公式的推广

本文用分析中的几何方法推广了D.E.Ward的广义梯度计算公式,给出一个基本计算定理.     

On the pseudo-monotonicity of generalized gradients of nonconvex functions

The paper is devoted to study the class of nonconvex, nondifferentiable functionals on a reflexive Banach space whose generalized Clarke's gradient i s pseudo-monotone i n the sense of Browder-Hess. I n particular, it has been proved that on some restrictions functionals expressed as a pointwise minimum of a finite collection of convex functions belong to this class. Results obtained are used to establish some existence theorems for hemivariational inequalities involving superpotentials under consideration.     

The convolution and multiplication of one‐dimensional associated homogeneous distributions

The set of associated homogeneous distributions (AHDs) with support in R is an important subset of the tempered distributions because it contains the majority of the (one‐dimensional) distributions typically encountered in physics applications (including the δ distribution). In a previous work of the author, a convolution and multiplication product for AHDs on R was defined and fully investigated. The aim of this paper is to give an easy introduction to these new distributional products. The constructed algebras are internal to Schwartz’ theory of distributions and, when one restricts to AHDs, provide a simple alternative for any of the larger generalized function algebras, currently used in non‐linear models. Our approach belongs to the same class as certain methods of renormalization, used in quantum field theory, and are known in the distributional literature as multi‐valued methods. Products of AHDs on R, based on this definition, are generally multi‐valued only at critical degrees of homogeneity. Unlike other definitions proposed in this class, the multi‐valuedness of our products is canonical in the sense that it involves at most one arbitrary constant. A selection of results of (one‐dimensional) distributional convolution and multiplication products are given, with some of them justifying certain distributional products used in quantum field theory. Copyright © 2012 John Wiley & Sons, Ltd.     

Internal sets and internal functions in Colombeau theory

This paper is devoted to the study of generalized functions as pointwise functions (so-called internal functions) on certain sets of generalized points (so-called internal sets). We treat the case of the Colombeau algebras of generalized functions, for which these notions have turned out to constitute a fundamental technical tool. We provide general foundations for the notion of internal functions and internal sets and prove a saturation principle. Various applications to Colombeau algebras are given.