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Bücher Englische Bücher Wissen & Bildung Sozialwissenschaft, Recht, Wirtschaft Wirtschaft Allg. & Lexika Large Scale Linear and Integer Optimization: A Unified Approach
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Large Scale Linear and Integer Optimization: A Unified Approach
Richard Kipp Martin (Gebundene Ausgabe, Englisch)
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Beschreibung
This is a textbook about linear and integer linear optimization. There is a growing need in industries such as airline, trucking, and financial engineering to solve very large linear and integer linear optimization problems. Building these models requires uniquely trained individuals. Not only must they have a thorough understanding of the theory behind mathematical programming, they must have… substantial knowledge of how to solve very large models in today's computing environment. The major goal of the book is to develop the theory of linear and integer linear optimization in a unified manner and then demonstrate how to use this theory in a modern computing environment to solve very large real world problems. After presenting introductory material in Part I, Part II of this book is de voted to the theory of linear and integer linear optimization. This theory is developed using two simple, but unifying ideas: projection and inverse projec tion. Through projection we take a system of linear inequalities and replace some of the variables with additional linear inequalities. Inverse projection, the dual of this process, involves replacing linear inequalities with additional variables. Fundamental results such as weak and strong duality, theorems of the alternative, complementary slackness, sensitivity analysis, finite basis the orems, etc. are all explained using projection or inverse projection. Indeed, a unique feature of this book is that these fundamental results are developed and explained before the simplex and interior point algorithms are presented. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
30.11.1998
Sprache
Englisch
EAN
9780792382027
Herausgeber
Springer US
Sonderedition
Nein
Autor
Richard Kipp Martin
Seitenanzahl
740
Einbandart
Gebundene Ausgabe
Schlagwörter
Ant algorithm, Operations Research, Polyhedral Theory, algorithms, complexity, complexity theory, linear algebra, linear optimization, optimization, programming
Thema-Inhalt
KJT - Unternehmensforschung
KJMD - Management: Entscheidungstheorie
PBU - Optimierung
UYQ - Künstliche Intelligenz
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Humana, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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