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Nonlinear Optimization Methods and Applications
Author
Title
Nonlinear Optimization [electronic resource] : Methods and Applications / by H. A. Eiselt, Carl-Louis Sandblom.
ISBN
9783030194628
Edition
1st ed. 2019.
Publication
Cham : Springer International Publishing : Imprint: Springer, 2019.
Physical Description
1 online resource (XII, 366 p.) 99 illus., 20 illus. in color.
Local Notes
Access is available to the Yale community.
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Access restricted by licensing agreement.
Summary
This book provides a comprehensive introduction to nonlinear programming, featuring a broad range of applications and solution methods in the field of continuous optimization. It begins with a summary of classical results on unconstrained optimization, followed by a wealth of applications from a diverse mix of fields, e.g. location analysis, traffic planning, and water quality management, to name but a few. In turn, the book presents a formal description of optimality conditions, followed by an in-depth discussion of the main solution techniques. Each method is formally described, and then fully solved using a numerical example.
Variant and related titles
Springer ENIN.
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Format
Books / Online
Language
English
Added to Catalog
August 11, 2023
Series
International Series in Operations Research & Management Science, 282
Contents
Introduction
Unconstrained Optimization
Applications of Nonlinear Programming
Optimality Conditions and Duality Theory
General Solution Methods for Constrained Optimization
Methods for Linearly Constrained Problems
Methods for Nonlinearly Constrained Problems
Geometric Programming.
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