Optimization By Vector Space Methods

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Engineers must make decisions regarding the distribution of expensive resources in a manner that will be economically beneficial. This problem can be realistically formulated and logically analyzed with optimization theory. This book shows engineers how to use optimization theory to solve complex problems. Unifies the field of optimization with a few geometric principles The number of books that can legitimately be called classics in their fields is small indeed, but David Luenberger’s Optimization by Vector Space Methods certainly qualifies. Not only does Luenberger clearly demonstrate that a large segment of the field of optimization can be effectively unified by a…

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Description

Engineers must make decisions regarding the distribution of expensive resources in a manner that will be economically beneficial. This problem can be realistically formulated and logically analyzed with optimization theory. This book shows engineers how to use optimization theory to solve complex problems.

Unifies the field of optimization with a few geometric principles

The number of books that can legitimately be called classics in their fields is small indeed, but David Luenberger’s Optimization by Vector Space Methods certainly qualifies. Not only does Luenberger clearly demonstrate that a large segment of the field of optimization can be effectively unified by a few geometric principles of linear vector space theory, but his methods have found applications quite removed from the engineering problems to which they were first applied. Nearly 30 years after its initial publication, this book is still among the most frequently cited sources in books and articles on financial optimization.

The book uses functional analysis—the study of linear vector spaces—to impose simple, intuitive interpretations on complex, infinite-dimensional problems. The early chapters offer an introduction to functional analysis, with applications to optimization. Topics addressed include linear space, Hilbert space, least-squares estimation, dual spaces, and linear operators and adjoints. Later chapters deal explicitly with optimization theory, discussing

  • Optimization of functionals
  • Global theory of constrained optimization
  • Local theory of constrained optimization
  • Iterative methods of optimization.

End-of-chapter problems constitute a major component of this book and come in two basic varieties. The first consists of miscellaneous mathematical problems and proofs that extend and supplement the theoretical material in the text; the second, optimization problems, illustrates further areas of application and helps the reader formulate and solve practical problems.

For professionals and graduate students in engineering, mathematics, operations research, economics, and business and finance, Optimization by Vector Space Methods is an indispensable source of problem-solving tools.

Engineers must make decisions regarding the distribution of expensive resources in a manner that will be economically beneficial. This problem can be realistically formulated and logically analyzed with optimization theory. This book shows engineers how to use optimization theory to solve complex problems. Unifies the large field of optimization with a few geometric principles. Covers functional analysis with a minimum of mathematics. Contains problems that relate to the applications in the book.

Langue
en
Version
Broché
Date de sortie initiale
16 janvier 1998
Nombre de pages
344
Illustrations
Non

Personnes impliquées

Auteur principal

David G. Luenberger

Editeur principal

Onbekend

Informations sur le fabricant

Nom du fabricant
Wiley-VCH GmbH
Adresse du fabricant
Boschstrasse 12 | 69469| Weinheim| DE
Adresse électronique du fabricant
product_safety@wiley.com
Informations sur le fabricant
Les informations du fabricant ne sont actuellement pas disponibles

Autres spécifications

Hauteur de l’emballage
19 mm
Hauteur du produit
23 mm
Largeur d’emballage
159 mm
Largeur du produit
147 mm
Livre d‘étude
Non
Longueur d’emballage
235 mm
Longueur du produit
221 mm
Poids de l’emballage
476 g
Police de caractères extra large
Non
Édition
New ed

EAN

EAN
9780471181170

Sécurité des produits

Opérateur économique responsable dans l’UE

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Catégories

Science et nature

Mathématiques

Calcul et analyse mathématique

Géométrie

Optimisation

Mathématiques appliquées

Topologie

Livres

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Livre

Disponibilité

Disponible à l’adresse suivante

Langue

Anglais

Type de livre

Paperback

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