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Rigorous Error Bounds for Finite Dimensional Linear Programming Problems

Language EnglishEnglish
Book Paperback
Book Rigorous Error Bounds for Finite Dimensional Linear Programming Problems Christian Keil
Libristo code: 01794385
Publishers Books on Demand, November 2008
This dissertation treats the theory, implementation, and application of rigorous error bounds in the... Full description
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This dissertation treats the theory, implementation, and application of rigorous error bounds in the context of finite dimensional linear programming problems. Despite the theory of linear programming being well understood and having numerous applications, commercial solvers frequently produce erroneous results for these problems. In contrast, verification methods yield solutions proved to be correct. The thesis presents theorems that yield rigorous error bounds, a convergence analysis, and generalizations. The software package Lurupa is described, which offers the rigorous error bounds as a standalone software, a library, and from MATLAB. Extensive numerical experiments and a comparison with other software packages are presented. They demonstrate that exploiting the special structureof a problem is necessary when aiming for fast and reliable results.

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About the book

Full name Rigorous Error Bounds for Finite Dimensional Linear Programming Problems
Language English
Binding Book - Paperback
Date of issue 2009
Number of pages 128
EAN 9783837093353
Libristo code 01794385
Publishers Books on Demand
Weight 216
Dimensions 155 x 220 x 9
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