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Variational analysis and related topics: preface

机译:变异分析和相关主题:前言

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We present for the reader's attention a special issue of Applicable Analysis devoted to selected topics in modern variational analysis and its applications to various problems of optimization, equilibria, control of systems governed by ordinary differential and partial differential equations, stochastic processes, etc. Modern variational analysis has been well recognized as an active area of mathematics with the emphasis on applications. On one hand, it particularly concerns the study of optimization-related and equilibrium problems while, on the other hand, it applies variational/optimization principles as well as perturbation and approximation techniques to the analysis of a broad spectrum of problems that may not be of a variational nature. This area of applied mathematics can be treated as an outgrowth of the classical calculus of variations, optimal control theory, and constrained optimization with a special attention to sensitivity/stability analysis with respect to perturbations. Among characteristic features of modern variational analysis is a strong involvement of mathematical objects with nonstandard, nonsmooth structures (e.g., nondifferentiable functions, set with nonsmooth boundaries, and set-valued mappings), which frequently arise in the frameworks of optimization, equilibria, and systems control being in fact naturally generated by the usage of advanced variational principles and perturbation techniques. Furthermore, powerful variational principles in applied sciences (particularly in physics, mechanics, biology, and economics) also give rise to nonsmooth structures and often motivate the growth of new form of analysis. All these phenomena require the development and applications of appropriate tools of generalized differentiation.
机译:我们提请读者注意的是一本适用于现代变分分析主题的适用分析专刊,并将其应用于各种优化,均衡,由常微分方程和偏微分方程控制的系统的控制,随机过程等各种问题。分析一直是公认的数学活跃领域,重点是应用。一方面,它特别关注与优化相关的问题和均衡问题的研究,另一方面,它应用变分/优化原理以及摄动和逼近技术来分析可能不属于问题的各种问题。变化的性质。应用数学的这个领域可以看作是经典的变异演算,最优控制理论和约束优化的产物,尤其要注意关于扰动的灵敏度/稳定性分析。现代变分分析的特征之一是大量涉及具有非标准,不光滑结构(例如,不可微分函数,具有不光滑边界的集合和集值映射)的数学对象,这经常出现在优化,均衡和系统的框架中实际上,控制是通过使用高级变分原理和摄动技术自然产生的。此外,应用科学(尤其是物理学,力学,生物学和经济学)中强大的变分原理也引起了不光滑的结构,并常常刺激了新形式分析的发展。所有这些现象都需要开发和应用适当的广义区分工具。

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