Linear Optimization and Approximation

An Introduction to the Theoretical Analysis and Numerical Treatment of Semi-infinite Programs
Softcover Nachdruck of the original 1. Auflage 1983
ISBN: 978-0-387-90857-1
Verlag: Springer

Buch, Englisch, Band 45, 212 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 330 g

Reihe: Applied Mathematical Sciences

A linear optimization problem is the task of minimizing a linear real-valued function of finitely many variables subject to linear con­ straints; in general there may be infinitely many constraints. This book is devoted to such problems. Their mathematical properties are investi­ gated and algorithms for their computational solution are presented. Applications are discussed in detail. Linear optimization problems are encountered in many areas of appli­ cations. They have therefore been subject to mathematical analysis for a long time. We mention here only two classical topics from this area: the so-called uniform approximation of functions which was used as a mathematical tool by Chebyshev in 1853 when he set out to design a crane, and the theory of systems of linear inequalities which has already been studied by Fourier in 1823. We will not treat the historical development of the theory of linear optimization in detail. However, we point out that the decisive break­ through occurred in the middle of this century. It was urged on by the need to solve complicated decision problems where the optimal deployment of military and civilian resources had to be determined. The availability of electronic computers also played an important role. The principal computational scheme for the solution of linear optimization problems, the simplex algorithm, was established by Dantzig about 1950. In addi­ tion, the fundamental theorems on such problems were rapidly developed, based on earlier published results on the properties of systems of linear inequalities.

Zielgruppe

Research

Autoren/Hrsg.

Gustafson, S. -A.

Glashoff, K.

Fachgebiete

• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Computeranwendungen in der Mathematik
• Mathematik | Informatik Mathematik Mathematische Analysis
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Numerische Mathematik
• Mathematik | Informatik Mathematik Algebra Homologische Algebra

Inhaltsverzeichnis

I. Introduction and Preliminaries.- II. Weak Duality.- III. Applications of Weak Duality in Uniform Approximation.- IV. Duality Theory.- V. The Simplex Algorithm.- VI. Numerical Realization of The Simplex Algorithm.- VII. A General Three-Phase Algorithm.- VIII. Approximation Problems by Chebyshev Systems.- IX. Examples and Applications of Semi-Infinite Programming.- References.