Nonlinear Optimization Methods and Applications |
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Author:
| Eiselt, H. A. Sandblom, Carl-Louis |
Series title: | International Series in Operations Research and Management Science Ser. |
ISBN: | 978-3-030-19464-2 |
Publication Date: | Nov 2020 |
Publisher: | Springer International Publishing AG
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Imprint: | Springer |
Book Format: | Paperback |
List Price: | USD $64.99 |
Book Description:
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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,...
More DescriptionThis 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.