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Max-linear Systems: Theory and Algorithms
Buch von Peter Butkovi
Sprache: Englisch

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Beschreibung

Recent years have seen a significant rise of interest in max-linear theory and techniques. In addition to providing the linear-algebraic background in the field of tropical mathematics, max-algebra provides mathematical theory and techniques for solving various nonlinear problems arising in areas such as manufacturing, transportation, allocation of resources and information processing technology. It is, therefore, a significant topic spanning both pure and applied mathematical fields.

A welcome introduction to the subject of max-plus (tropical) linear algebra, and in particular algorithmic problems, Max-linear Systems: Theory and Algorithms offers a consolidation of both new and existing literature, thus filling a much-needed gap. Providing the fundamentals of max-algebraic theory in a comprehensive and unified form, in addition to more advanced material with an emphasis on feasibility and reachability, this book presents a number of new research results. Topics covered range from max-linear systems and the eigenvalue-eigenvector problem to periodic behavior of matrices, max-linear programs, linear independence, and matrix scaling.

This book assumes no prior knowledge of max-algebra and much of the theoryis illustrated with numerical examples, complemented by exercises, and accompanied by both practical and theoretical applications. Open problems are also demonstrated.

A fresh and pioneering approach to the topic of Max-linear Systems, this book will hold a wide-ranging readership, and will be useful for:

¿ anyone with basic mathematical knowledge wishing to learn essential max-algebraic ideas and techniques

¿ undergraduate and postgraduate students of mathematics or a related degree

¿ mathematics researchers

¿ mathematicians working in industry, commerce or management

Recent years have seen a significant rise of interest in max-linear theory and techniques. In addition to providing the linear-algebraic background in the field of tropical mathematics, max-algebra provides mathematical theory and techniques for solving various nonlinear problems arising in areas such as manufacturing, transportation, allocation of resources and information processing technology. It is, therefore, a significant topic spanning both pure and applied mathematical fields.

A welcome introduction to the subject of max-plus (tropical) linear algebra, and in particular algorithmic problems, Max-linear Systems: Theory and Algorithms offers a consolidation of both new and existing literature, thus filling a much-needed gap. Providing the fundamentals of max-algebraic theory in a comprehensive and unified form, in addition to more advanced material with an emphasis on feasibility and reachability, this book presents a number of new research results. Topics covered range from max-linear systems and the eigenvalue-eigenvector problem to periodic behavior of matrices, max-linear programs, linear independence, and matrix scaling.

This book assumes no prior knowledge of max-algebra and much of the theoryis illustrated with numerical examples, complemented by exercises, and accompanied by both practical and theoretical applications. Open problems are also demonstrated.

A fresh and pioneering approach to the topic of Max-linear Systems, this book will hold a wide-ranging readership, and will be useful for:

¿ anyone with basic mathematical knowledge wishing to learn essential max-algebraic ideas and techniques

¿ undergraduate and postgraduate students of mathematics or a related degree

¿ mathematics researchers

¿ mathematicians working in industry, commerce or management

Zusammenfassung

Provides a reader-friendly introduction for those not familiar with max-algebra, in addition to advanced material for those working in tropical geometry

Presents a comprehensive & self-contained theory of max-algebra in full generality

Contains results never published before

Illustrated with numerical examples; complemented by exercises, & accompanied by both practical &theoretical applications

Includes supplementary material: [...]

Inhaltsverzeichnis
Max-algebra: Two Special Features.- One-sided Max-linear Systems and Max-algebraic Subspaces.- Eigenvalues and Eigenvectors.- Maxpolynomials. The Characteristic Maxpolynomial.- Linear Independence and Rank. The Simple Image Set.- Two-sided Max-linear Systems.- Reachability of Eigenspaces.- Generalized Eigenproblem.- Max-linear Programs.- Conclusions and Open Problems.
Details
Erscheinungsjahr: 2010
Fachbereich: Arithmetik & Algebra
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 272
Reihe: Schriftenreihe Markt und Marketing
Springer Monographs in Mathematics
Inhalt: xviii
274 S.
10 s/w Illustr.
ISBN-13: 9781849962988
ISBN-10: 1849962987
Sprache: Englisch
Herstellernummer: 12571369
Einband: Gebunden
Autor: Butkovi, Peter
Hersteller: Springer-Verlag GmbH
Springer-Verlag London Ltd.
Abbildungen: 10 schwarz-weiße und 10 farbige Abbildungen
Maße: 237 x 164 x 23 mm
Von/Mit: Peter Butkovi
Erscheinungsdatum: 27.08.2010
Gewicht: 0,575 kg
preigu-id: 101207484
Zusammenfassung

Provides a reader-friendly introduction for those not familiar with max-algebra, in addition to advanced material for those working in tropical geometry

Presents a comprehensive & self-contained theory of max-algebra in full generality

Contains results never published before

Illustrated with numerical examples; complemented by exercises, & accompanied by both practical &theoretical applications

Includes supplementary material: [...]

Inhaltsverzeichnis
Max-algebra: Two Special Features.- One-sided Max-linear Systems and Max-algebraic Subspaces.- Eigenvalues and Eigenvectors.- Maxpolynomials. The Characteristic Maxpolynomial.- Linear Independence and Rank. The Simple Image Set.- Two-sided Max-linear Systems.- Reachability of Eigenspaces.- Generalized Eigenproblem.- Max-linear Programs.- Conclusions and Open Problems.
Details
Erscheinungsjahr: 2010
Fachbereich: Arithmetik & Algebra
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 272
Reihe: Schriftenreihe Markt und Marketing
Springer Monographs in Mathematics
Inhalt: xviii
274 S.
10 s/w Illustr.
ISBN-13: 9781849962988
ISBN-10: 1849962987
Sprache: Englisch
Herstellernummer: 12571369
Einband: Gebunden
Autor: Butkovi, Peter
Hersteller: Springer-Verlag GmbH
Springer-Verlag London Ltd.
Abbildungen: 10 schwarz-weiße und 10 farbige Abbildungen
Maße: 237 x 164 x 23 mm
Von/Mit: Peter Butkovi
Erscheinungsdatum: 27.08.2010
Gewicht: 0,575 kg
preigu-id: 101207484
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