Concepedia

Large-scale Linear Programming

Large-Scale Linear Programming is a specialized form of mathematical optimization within linear programming that addresses problems involving a vast number of decision variables and constraints, distinguished by the computational and algorithmic challenges arising from the problem's high dimensionality and sparsity structure.

232

Publications

16.7K

Citations

457

Authors

235

Institutions

Publications per year

2017–2026

38

Parents

Publications

232

Decomposition Principle for Linear Programs

George B. Dantzig, Philip Wolfe · Operations Research · 1960 · 2.3K citations

, , +17

Selected Topics in Column Generation

Marco E. Lübbecke, Jacques Desrosiers · Operations Research · 2005 · 1.1K citations

, , +14

Solving Large-Scale Zero-One Linear Programming Problems

Harlan Crowder, Ellis L. Johnson, Manfred Padberg · Operations Research · 1983 · 676 citations

, , +15

A Modeling Language for Mathematical Programming

Robert Fourer, David M. Gay, Brian W. Kernighan · Management Science · 1990 · 651 citations

, , +16

Large-scale linearly constrained optimization

B. A. Murtagh, Michael A. Saunders · Mathematical Programming · 1978 · 528 citations

, , +8

1–5 of 232

Authors

457

  1. JG
    Jacek Gondzio

    University of Edinburgh, United Kingdom

    8 publications · 466 citations

    8

    h-index

  2. KT
    Kim-Chuan Toh

    National University of Singapore, Singapore

    5 publications · 205 citations

    5

    h-index

  3. DS
    Defeng Sun

    National University of Singapore, Singapore

    5 publications · 205 citations

    5

    h-index

  4. MA
    Michael A. Saunders

    Stanford University, United States

    4 publications · 659 citations

    4

    h-index

  5. AR
    Andrzej Ruszczyński

    Rutgers, The State University of New Jersey, United States

    4 publications · 201 citations

    4

    h-index

1–5 of 457

Institutions

235

  1. Stanford University

    Stanford, United States

    7 h-index

    9 publications

    970 citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    8 publications

    338 citations

  3. Georgia Institute of Technology

    Atlanta, United States

    6 h-index

    8 publications

    733 citations

  4. University of Edinburgh

    Edinburgh, United Kingdom

    6 h-index

    14 publications

    421 citations

  5. Princeton University

    Princeton, United States

    6 h-index

    6 publications

    918 citations

  6. University of California, Berkeley

    Berkeley, United States

    6 h-index

    8 publications

    594 citations

  7. The University of Texas at Austin

    Austin, United States

    6 h-index

    10 publications

    297 citations

  8. Rice University

    Houston, United States

    5 h-index

    5 publications

    1.1K citations

1–8 of 235

Venues

  1. Mathematical Programming

    15 publications · 1.6K citations

    14

    h-index

  2. Operations Research

    13 publications · 5K citations

    13

    h-index

  3. Management Science

    11 publications · 1.4K citations

    11

    h-index

  4. SIAM Journal on Optimization

    6 publications · 315 citations

    7

    h-index

  5. Annals of Operations Research

    5 publications · 114 citations

    6

    h-index

1–5