書誌事項

Perturbation analysis of optimization problems

J. Frédéric Bonnans, Alexander Shapiro

(Springer series in operations research)

Springer, c2000

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注記

Includes bibliographical references (p. [583]-594) and index

内容説明・目次

内容説明

A presentation of general results for discussing local optimality and computation of the expansion of value function and approximate solution of optimization problems, followed by their application to various fields, from physics to economics. The book is thus an opportunity for popularizing these techniques among researchers involved in other sciences, including users of optimization in a wide sense, in mechanics, physics, statistics, finance and economics. Of use to research professionals, including graduate students at an advanced level.

目次

Basic notation.- Introduction.- Background material.- Optimality conditions.- Basic perturbation theory.- Second order analysis of the optimal value and optimal solutions.- Optimal Control.- References.

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