Linear programming : foundations and extensions /
This fourth edition introduces the latest theory and applications in optimization. It emphasizes constrained optimization, beginning with a substantial treatment of linear programming and then proceeding to convex analysis, network flows, integer programming, quadratic programming, and convex optimi...
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| Format: | Book |
| Language: | English |
| Published: |
New York :
Springer,
[2013]
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| Edition: | Fourth edition |
| Series: | International series in operations research & management science ;
196 |
| Subjects: |
Table of Contents:
- The simplex method
- Degeneracy
- Efficiency of the simplex method
- Duality theory
- THe simplex method in matrix notation
- Sensitivity and parametric analysts
- Implementation issues
- Problems in general form
- Convex analysis
- Game theory
- Regression
- Financial applications
- Network flow problems
- Applications
- Structural optimization
- The central pub
- A path-following method
- The KKT system
- Implementation issues for interior-point methods
- The affine-scaling method
- The homogeneous self-dual method
- Integer programming
- Quadratic programming
- Convex programming