Nonlinear optimization : methods and applications / H. A. Eiselt, Carl-Louis Sandblom.

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Nonlinear optimization : methods and applications / H. A. Eiselt, Carl-Louis Sandblom.

9783030194628 (electronic book)
3030194620 (electronic book)
9783030194611

https://doi.org/10.1007/978-3-030-19462-8
https://doi.org/10.1007/978-3-030-19

Cham, Switzerland : Springer, 2019.

English

1 online resource (xii, 366 pages) : illustrations.

10.1007/978-3-030-19462-8 doi
10.1007/978-3-030-19

T57.8

519.7/6

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.

Includes bibliographical references and index.

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Online resource; title from PDF title page (SpringerLink, viewed November 12, 2019).

International series in operations research & management science ; 282.

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