Theory of Linear and Integer Programming

Revised Auflage
ISBN: 978-0-471-98232-6
Verlag: Wiley

Buch, Englisch, 484 Seiten, Format (B × H): 152 mm x 229 mm, Gewicht: 779 g

Reihe: Wiley-Interscience Series in Discrete Mathematics and Optimization

Als Ergänzung zu den mehr praxisorientierten Büchern, die auf dem Gebiet der linearen und Integerprogrammierung bereits erschienen sind, beschreibt dieses Werk die zugrunde liegende Theorie und gibt einen Überblick über wichtige Algorithmen. Der Autor diskutiert auch Anwendungen auf die kombinatorische Optimierung; neben einer ausführlichen Bibliographie finden sich umfangreiche historische Anmerkungen.

Autoren/Hrsg.

Schrijver, Alexander

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mathematik für Informatiker
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Computeranwendungen in der Mathematik
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle

Inhaltsverzeichnis

Introduction and Preliminaries.

Problems, Algorithms, and Complexity.

LINEAR ALGEBRA.

Linear Algebra and Complexity.

LATTICES AND LINEAR DIOPHANTINE EQUATIONS.

Theory of Lattices and Linear Diophantine Equations.

Algorithms for Linear Diophantine Equations.

Diophantine Approximation and Basis Reduction.

POLYHEDRA, LINEAR INEQUALITIES, AND LINEAR PROGRAMMING.

Fundamental Concepts and Results on Polyhedra, Linear Inequalities, and Linear Programming.

The Structure of Polyhedra.

Polarity, and Blocking and Anti-Blocking Polyhedra.

Sizes and the Theoretical Complexity of Linear Inequalities and Linear Programming.

The Simplex Method.

Primal-Dual, Elimination, and Relaxation Methods.

Khachiyan's Method for Linear Programming.

The Ellipsoid Method for Polyhedra More Generally.

Further Polynomiality Results in Linear Programming.

INTEGER LINEAR PROGRAMMING.

Introduction to Integer Linear Programming.

Estimates in Integer Linear Programming.

The Complexity of Integer Linear Programming.

Totally Unimodular Matrices: Fundamental Properties and Examples.

Recognizing Total Unimodularity.

Further Theory Related to Total Unimodularity.

Integral Polyhedra and Total Dual Integrality.

Cutting Planes.

Further Methods in Integer Linear Programming.

References.

Indexes.

Über Autor(innen)

Professor Schrijver has held tenured positions with the Mathematisch Centrum in Amsterdam, and the University of Amsterdam. He has spent leaves of absence in Oxford and Szeged (Hungary). In 1983 he was appointed to the post of Professor of Mathematics at Tilburg University, The Netherlands, with a partial engagement at the Centrum voor Wiskunde en Informatica in Amsterdam.