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Bücher Englische Bücher Basics of Optimization Theory
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Basics of Optimization Theory
Arthur David Snider (Broschiert, Englisch)
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Beschreibung
This book presents a short introduction to the main tools of optimization methodology including linear programming, steepest descent, conjugate gradients, and the Karush-Kuhn-Tucker-John conditions. Each topic is developed in terms of a specific physical model, so that the strategy behind every step is motivated by a logical, concrete, easily visualized objective. A quick perusal of the Fibonacci… search algorithm provides a simple and tantalizing first encounter with optimization theory, and a review of the max-min exposition of one-dimensional calculus prepares readers for the more sophisticated topics found later in the book. Notable features are the innovative perspectives on the simplex algorithm and Karush-Kuhn-Tucker-John conditions as well as a wealth of helpful diagrams. The author provides pointers to references for readers who would like to learn more about rigorous definitions, proofs, elegant reformulations and extensions, and case studies. However, the book is sufficiently self-contained to serve as a reliable resource for readers who wish to exploit commercially available optimization software without investing the time to develop expertise in its aspects. This book also: Features innovative perspectives on the simplex algorithm and Krushal-Kuhn-Tucker-John conditions Serves as a resource for readers to use the tools of optimization without needing to acquire expertise in the theory Features plentiful resources that focus on rigorous definitions, proofs, and case studies 42,79 €
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Technische Daten
Erscheinungsdatum
12.08.2024
Sprache
Englisch
EAN
9783031292217
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Synthesis Lectures on Mathematics & Statistics
Sonderedition
Nein
Autor
Arthur David Snider
Seitenanzahl
143
Einbandart
Broschiert
Autorenporträt
Arthur David Snider, PhD., is a Professor Emeritus in the Departments of Mathematics, Physics, and Electrical Engineering at the University of South Florida. He has 50+ years of experience in modeling physical systems in the areas of heat transfer, electromagnetics, microwave circuits, and orbital mechanics, as well as the mathematical areas of numerical analysis, signal processing, differential equations, and optimization.
Schlagwörter
Optimization Theory, Linear Programming, Nonlinear Programming, Fibonacci Search, Conjugate Directions, Conjugate Gradients, Harush-Kuhn-Tucker-John Conditions, Steepest Descent, Textbook
Thema-Inhalt
PBU - Optimierung
PB - Mathematik
PBW - Angewandte Mathematik
PBKS - Numerische Mathematik
UYAM - Mathematik für Informatiker
UMB - Algorithmen und Datenstrukturen
Höhe
240 mm
Breite
16.8 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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