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An Introduction to Nonlinear Optimization Theory

✍ Scribed by Durea, Marius; Nowacka-Leverton, Aleksandra; Radulescu, Vicentiu; Rogers, Nick


Publisher
De Gruyter Open;Walter de Gruyter
Year
2014
Tongue
English
Leaves
327
Edition
Digital original
Category
Library

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✦ Synopsis


The goal of this book is to present the main ideas and techniques in the field of continuous smooth and nonsmooth optimization. Starting with the case of differentiable data and the classical results on constrained optimization problems, and continuing with the topic of nonsmooth objects involved in optimization theory, the book concentrates on both theoretical and practical aspects of this field. This book prepares those who are engaged in research by giving repeated insights into ideas that are subsequently dealt with and illustrated in detail.

✦ Subjects


Mathematical optimization;Nonlinear theories;Mathematical optimization;Nonlinear theories


πŸ“œ SIMILAR VOLUMES


An Introduction to Nonlinear Optimizatio
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✍ Prof. Dr. Johannes Jahn (auth.) πŸ“‚ Library πŸ“… 2007 πŸ› Springer-Verlag Berlin Heidelberg 🌐 English

<p>This book serves as an introductory text to optimization theory in normed spaces. Topics of this book are existence results, various differentiability notions together with optimality conditions, the contingent cone, a generalization of the Lagrange multiplier rule, duality theory, extended semid