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Nonlinear Optimization: Methods and Applications

Nonlinear Optimization: Methods and Applications
Catalogue Information
Field name Details
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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