Concepedia

Constraint-based Optimization

Constraint-Based Optimization is a mathematical optimization approach that identifies optimal solutions within a feasible region defined by a set of equality and inequality constraints, distinguishing itself from unconstrained methods by explicitly incorporating domain-specific limitations into the optimization process.

977

Publications

56.7K

Citations

2.2K

Authors

932

Institutions

Publications per year

2017–2026

183

Parents

Publications

977

Technical Note—Convex Programming with Set-Inclusive Constraints and Applications to Inexact Linear Programming

A. L. Soyster · Operations Research · 1973 · 1.8K citations

, , +13

Solving two-stage robust optimization problems using a column-and-constraint generation method

Bo Zeng, Long Zhao · Operations Research Letters · 2013 · 1.7K citations

, , +11

A New Method of Constrained Optimization and a Comparison With Other Methods

M. J. Box · The Computer Journal · 1965 · 1.3K citations · Full text

, , +16

Networks of constraints: Fundamental properties and applications to picture processing

Ugo Montanari · Information Sciences · 1974 · 1.3K citations · Full text

, , +11

Constraint-handling in nature-inspired numerical optimization: Past, present and future

Efrén Mezura‐Montes, Carlos A. Coello Coello · Swarm and Evolutionary Computation · 2011 · 1.1K citations

, , +12

1–5 of 977

Authors

2.2K

  1. PV
    Pascal Van Hentenryck

    Brown University, United States

    9 publications · 263 citations

    9

    h-index

  2. EP
    E. Polak

    University of California, Berkeley, United States

    7 publications · 434 citations

    7

    h-index

  3. GD
    Gianni Di Pillo

    Sapienza University of Rome, Italy

    6 publications · 284 citations

    6

    h-index

  4. KD
    Kalyanmoy Deb

    Michigan State University, United States

    6 publications · 582 citations

    6

    h-index

  5. LM
    Laurent Michel

    University of Connecticut, United States

    5 publications · 126 citations

    5

    h-index

1–5 of 2.2K

Institutions

932

  1. Carnegie Mellon University

    Pittsburgh, United States

    18 h-index

    44 publications

    2.1K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    17 h-index

    42 publications

    2.2K citations

  3. Imperial College London

    London, United Kingdom

    13 h-index

    25 publications

    1K citations

  4. University of California, Berkeley

    Berkeley, United States

    13 h-index

    28 publications

    1.5K citations

  5. UNSW Sydney

    Sydney, Australia

    12 h-index

    22 publications

    986 citations

  6. Tsinghua University

    Beijing, China

    11 h-index

    22 publications

    913 citations

  7. University of Bologna

    Bologna, Italy

    11 h-index

    21 publications

    610 citations

  8. Nanyang Technological University

    Singapore, Singapore

    10 h-index

    18 publications

    2.9K citations

1–8 of 932

Venues

  1. Mathematical Programming

    38 publications · 2.5K citations

    28

    h-index

  2. Journal of Optimization Theory and Applications

    32 publications · 860 citations

    20

    h-index

  3. Journal of Global Optimization

    28 publications · 734 citations

    18

    h-index

  4. SIAM Journal on Optimization

    14 publications · 442 citations

    13

    h-index

  5. Constraints

    15 publications · 635 citations

    13

    h-index

1–5