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＜E-Book＞
Nonlinear Optimization : Methods and Applications / by H. A. Eiselt, Carl-Louis Sandblom
(International Series in Operations Research & Management Science. ISSN:22147934 ; 282)

Edition	1st ed. 2019.
Publisher	(Cham : Springer International Publishing : Imprint: Springer)
Year	2019
Language	English
Size	XII, 366 p. 99 illus., 20 illus. in color : online resource
Authors	*Eiselt, H. A author Sandblom, Carl-Louis author SpringerLink (Online service)
Subjects	LCSH:Mathematical optimization LCSH:Operations research LCSH:Industrial Management LCSH:Management science FREE:Continuous Optimization FREE:Operations Research and Decision Theory FREE:Industrial Management FREE:Operations Research, Management Science
Notes	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 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 HTTP:URL=https://doi.org/10.1007/978-3-030-19462-8

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