Dewey Class |
519.6 |
Title |
Nonlinear Optimization ([EBook]) : Methods and Applications / by H. A. Eiselt, Carl-Louis Sandblom. |
Author |
Eiselt, Horst A. , 1950- |
Added Personal Name |
Sandblom, Carl-Louis |
Other name(s) |
SpringerLink (Online service) |
Edition statement |
1st ed. 2019. |
Publication |
Cham : Springer International Publishing , 2019. |
Physical Details |
XII, 366 pages : 99 illus., 20 illus. in color. : online resource. |
Series |
International Series in Operations Research & Management Science ; 282 |
ISBN |
9783030194628 |
Summary Note |
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.: |
Contents note |
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. |
System details note |
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users). |
Internet Site |
https://doi.org/10.1007/978-3-030-19462-8 |
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