非光滑凸函数的光滑近似

L. Polyakova
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引用次数: 0

摘要

对于任意凸函数,利用有限卷积运算,构造了一组与之近似的连续可微凸函数。构造的光滑凸函数近似族Kuratowski收敛于所考虑的函数。如果所考虑的函数的定义域是紧的,那么这种光滑凸近似在切比雪夫度量中是一致的。同时考虑了一类光滑凸集对凸集的逼近。
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Smooth approximations of nonsmooth convex functions
For an arbitrary convex function, using the infimal convolution operation, a family of continuously differentiable convex functions approximating it is constructed. The constructed approximating family of smooth convex functions Kuratowski converges to the function under consideration. If the domain of the considered function is compact, then such smooth convex approximations are uniform in the Chebyshev metric. The approximation of a convex set by a family of smooth convex sets is also considered.
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来源期刊
CiteScore
1.30
自引率
50.00%
发文量
10
期刊介绍: The journal is the prime outlet for the findings of scientists from the Faculty of applied mathematics and control processes of St. Petersburg State University. It publishes original contributions in all areas of applied mathematics, computer science and control. Vestnik St. Petersburg University: Applied Mathematics. Computer Science. Control Processes features articles that cover the major areas of applied mathematics, computer science and control.
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