PSEUDO-CONVEX功能

O. Mangasarian
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引用次数: 265

摘要

本文的目的是介绍伪凸函数,并描述它们的一些性质和应用。一个凸集C上的所有伪凸函数的类包括C上的所有可微凸函数的类,并且包含在C上的所有可微拟凸函数的类中。伪凸函数的一个有趣的性质是一个局部条件,如梯度的消失,是一个全局最优性条件。本工作的主要结果之一是表明当目标函数为拟凸且约束为拟凸时,Kuhn-Tucker微分条件是最优性的充分条件。本工作的其他结果是数学规划的严格逆对偶定理和常微分方程的稳定性判据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PSEUDO-CONVEX FUNCTIONS
The purpose of this work is to, introduce pseudo-convex functions and to describe some of their properties and applications. The class of all pseudo-convex functions over a convex set C includes the class of all differentiable convex functions on C and is included in the class of all differentiable quasi-convex functions on C. An interesting property of pseudo-convex functions is that a local condition, such as the vanishing of the gradient, is a global optimality condition. One of the main results of this work consists of showing that the Kuhn-Tucker differential conditions are sufficient for optimality when the objective function is pseudo-convex and the constraints are quasi-convex. Other results of this work are a strict converse duality theorem for mathematical programming and a stability criterion for ordinary differential equations.
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