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Large Scale Linear And Integer Optimization, A Unified Approach Book

Large Scale Linear And Integer Optimization, A Unified Approach
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  • Large Scale Linear And Integer Optimization, A Unified Approach
  • Written by author Richard Kipp Martin
  • Published by Springer-Verlag New York, LLC, November 1998
  • There is a growing need in major industries such as airline, trucking, financial engineering, etc. to solve very large linear and integer linear optimization problems. Because of the dramatic increase in computing power, it is now possible to solve these
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Preface
Pt. IMotivation1
1Linear and Integer Linear Optimization3
Pt. IITheory33
2Linear Systems and Projection35
3Linear Systems and Inverse Projection81
4Integer Linear Systems: Projection and Inverse Projection103
Pt. IIIAlgorithms141
5The Simplex Algorithm143
6More on Simplex183
7Interior Point Algorithms: Polyhedral Transformations219
8Interior Point Algorithms: Barrier Methods261
9Integer Programming313
Pt. IVSolving Large Scale Problems: Decomposition Methods347
10Projection: Benders' Decomposition349
11Inverse Projection: Dantzig-Wolfe Decomposition369
12Lagrangian Methods393
Pt. VSolving Large Scale Problems: Using Special Structure437
13Sparse Methods439
14Network Flow Linear Programs481
15Large Integer Programs: Preprocessing and Cutting Planes527
16Large Integer Programs: Projection and Inverse Projection565
Pt. VIAppendix633
APolyhedral Theory635
BComplexity Theory657
CBasic Graph Theory677
DSoftware and Test Problems681
ENotation683
References687
Author Index723
Topic Index731


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