An edition of Nonlinear Programming (1995)

Nonlinear Programming

3rd Edition

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Nonlinear Programming
Dimitri P. Bertsekas, Dimitri ...
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Last edited by MARC Bot
May 19, 2025 | History
An edition of Nonlinear Programming (1995)

Nonlinear Programming

3rd Edition

  • 11 Want to read

The third edition of the book is a thoroughly rewritten version of the 1999 2nd edition. New material was included, some of the old material was discarded, and a large portion of the remainder was reorganized or revised. This book provides a comprehensive and accessible presentation of algorithms for solving continuous optimization problems. It relies on rigorous mathematical analysis, but also aims at an intuitive exposition that makes use of visualization where possible. It places particular emphasis on modern developments, and their widespread applications in fields such as large-scale resource allocation problems, signal processing, and machine learning. The book was developed through instruction at MIT, focuses on nonlinear and other types of optimization: iterative algorithms for constrained and unconstrained optimization, Lagrange multipliers and duality, large scale problems, and the interface between continuous and discrete optimization. Among its special features, the book: 1) provides extensive coverage of iterative optimization methods within a unifying framework 2) provides a detailed treatment of interior point methods for linear programming 3) covers in depth duality theory from both a variational and a geometrical/convex analysis point of view 4) includes much new material on a number of topics, such as neural network training, large-scale optimization, signal processing, machine learning, and optimal control 5) includes a large number of examples and exercises detailed solutions of many of which are posted on the internet.

Publish Date
Publisher
Athena Scientific
Language
English
Pages
880

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Previews available in: English

Edition Availability
Cover of: Nonlinear Programming
Nonlinear Programming: 3rd Edition
Jun 27, 2016, Athena Scientific
hardcover in English
Cover of: Nonlinear Programming
Nonlinear Programming
September 1, 1999, Athena Scientific
Hardcover in English - 2nd edition
Cover of: Nonlinear Programming
Nonlinear Programming
1995, Athena Scientific
Hardcover in English

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Book Details


Edition Notes

Source title: Nonlinear Programming: 3rd Edition

Classifications

Library of Congress
T57.8.B47 2016, T57.8 .B47 2016

The Physical Object

Format
hardcover
Number of pages
880

Edition Identifiers

Open Library
OL37840899M
ISBN 10
1886529051
ISBN 13
9781886529052
OCLC/WorldCat
959231469

Work Identifiers

Work ID
OL2021800W

Work Description

This book develops in depths nonlinear programming, a central algorithmic method for optimization. The treatment focuses on constrained and unconstrained iterative algorithms, Lagrange multiplier theory, and large scale optimization methods.
--back cover

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May 19, 2025 Edited by MARC Bot import existing book
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July 29, 2023 Edited by AgentSapphire Merge works
April 26, 2022 Created by ImportBot Imported from amazon.com record