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Post-Optimal Analysis in Linear Semi-Infinite Optimization Miguel A. Goberna

Post-Optimal Analysis in Linear Semi-Infinite Optimization By Miguel A. Goberna

Post-Optimal Analysis in Linear Semi-Infinite Optimization by Miguel A. Goberna


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Summary

Post-Optimal Analysis in Linear Semi-Infinite Optimization examines the following topics in regards to linear semi-infinite optimization: modeling uncertainty, qualitative stability analysis, quantitative stability analysis and sensitivity analysis.

Post-Optimal Analysis in Linear Semi-Infinite Optimization Summary

Post-Optimal Analysis in Linear Semi-Infinite Optimization by Miguel A. Goberna

Post-Optimal Analysis in Linear Semi-Infinite Optimization examines the following topics in regards to linear semi-infinite optimization: modeling uncertainty, qualitative stability analysis, quantitative stability analysis and sensitivity analysis. Linear semi-infinite optimization (LSIO) deals with linear optimization problems where the dimension of the decision space or the number of constraints is infinite. The authors compare the post-optimal analysis with alternative approaches to uncertain LSIO problems and provide readers with criteria to choose the best way to model a given uncertain LSIO problem depending on the nature and quality of the data along with the available software. This work also contains open problems which readers will find intriguing a challenging. Post-Optimal Analysis in Linear Semi-Infinite Optimization is aimed toward researchers, graduate and post-graduate students of mathematics interested in optimization, parametric optimization and related topics.

Table of Contents

1. Preliminaries on Linear Semi-Infinite Optimization.- 2. Modeling uncertain Linear Semi-Infinite Optimization problems.- 3. Robust Linear Semi-infinite Optimization.- 4. Sensitivity analysis.- 5. Qualitative stability analysis.- 6. Quantitative stability analysis.

Additional information

NLS9781489980434
9781489980434
1489980431
Post-Optimal Analysis in Linear Semi-Infinite Optimization by Miguel A. Goberna
New
Paperback
Springer-Verlag New York Inc.
2014-01-07
121
N/A
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