Constante-Flores / Conejo

Optimization via Relaxation and Decomposition

Applications to Large-Scale Engineering Problems

Springer

ISBN 978-3-031-87404-8

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Bibliografische Daten

Fachbuch

Buch. Hardcover

2025

20 s/w-Abbildungen, 36 Farbabbildungen.

In englischer Sprache

Umfang: xvii, 262 S.

Format (B x L): 15,5 x 23,5 cm

Verlag: Springer

ISBN: 978-3-031-87404-8

Produktbeschreibung

This book offers an up-to-date description of relaxation/approximation and decomposition techniques, demonstrating how their combined use efficiently solves large-scale optimization problems relevant to engineering, particularly in electrical, and industrial engineering, with a focus on energy. Specifically, it presents linear and nonlinear relaxations and approximations that are relevant to optimization problems, introduces complicating constraints and complicating variables decomposition techniques that can take advantage of relaxations and approximations, and examines their applications in the engineering field.

Written in an accessible engineering language and filled with numerous illustrative examples and end-of-chapter exercises for all chapters, this book is a valuable resource for advanced undergraduate and graduate students, researchers, and practitioners in power engineering and industrial engineering. Moreover, business students with a keen interest in decision-making problems will also benefit greatly from its practical insights.

Autorinnen und Autoren

Kundeninformationen

Includes end-of-chapter exercises and code in Python-based Pyomo and/or GAMS for selected examples Written in an accessible engineering language to facilitate understanding Combines relaxation/approximation and decomposition techniques for solving large-scale optimization problems

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