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An Introduction to Nonlinear Optimization Theory / Marius Durea, Radu Strugariu.

By: Contributor(s): Material type: TextTextLanguage: English Publisher: Warsaw ; Berlin : De Gruyter Open Poland, [2014]Copyright date: ©2014Description: 1 online resource (318 p.)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783110426045
Subject(s): Additional physical formats: No title; No titleDDC classification:
  • 519.3 23
Online resources:
Contents:
Frontmatter -- Contents -- Preface -- 1 Preliminaries -- 2 Nonlinear Analysis Fundamentals -- 3 The Study of Smooth Optimization Problems -- 4 Convex Nonsmooth Optimization -- 5 Lipschitz Nonsmooth Optimization -- 6 Basic Algorithms -- 7 Exercises and Problems, and their Solutions -- Bibliography -- List of Notations -- Index
Summary: 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.
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E-Book E-Book De Gruyter Available

Frontmatter -- Contents -- Preface -- 1 Preliminaries -- 2 Nonlinear Analysis Fundamentals -- 3 The Study of Smooth Optimization Problems -- 4 Convex Nonsmooth Optimization -- 5 Lipschitz Nonsmooth Optimization -- 6 Basic Algorithms -- 7 Exercises and Problems, and their Solutions -- Bibliography -- List of Notations -- Index

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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.

Mode of access: Internet via World Wide Web.

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https://creativecommons.org/licenses/by-nc-nd/3.0

https://www.degruyter.com/dg/page/open-access-policy

In English.

Description based on online resource; title from PDF title page (publisher's Web site, viewed 02. Feb 2021)

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