Nonlinear Optimization

Methods and Applications

By: Carl-Louis Sandblom, H. A. Eiselt

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Paperback | 18 November 2020

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380 Pages

Dimensions(cm)
15.5 x 23.5 x 2.4

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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, followed by an in-depth discussion of the main solution techniques. Each method is formally described, and then fully solved using a numerical example.

Industry Reviews

"This book may be very useful as a textbook for nonlinear optimization courses." (Juan Enrique Martinez-Legaz, zbMATH 1498.90001, 2022)

"This textbook presents a nice, well-written overview on solution methods and practical applications of unconstrained and (linearly and nonlinearly) constrained optimization problems." (Jan-J. R¼ckmann, Mathematical Reviews, August, 2020)

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