Concepedia

Constrained Optimization

Constrained Optimization is a class of mathematical optimization problems in which an objective function is optimized with respect to decision variables that are required to satisfy a prescribed set of equality and/or inequality constraints.

17.9K

Publications

1.2M

Citations

24.2K

Authors

4.4K

Institutions

Publications per year

2017–2026

3.7K

Variants

Constrained Optimization Problems

Parents

Children

Publications

17.9K

A Simplex Method for Function Minimization

J. A. Nelder, R. Mead · The Computer Journal · 1965 · 28.9K citations

, , +8

Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones

J.F. Sturm · Optimization methods & software · 1999 · 7.5K citations

, , +11

A Limited Memory Algorithm for Bound Constrained Optimization

Richard H. Byrd, Peihuang Lu, Jorge Nocedal et al. · SIAM Journal on Scientific Computing · 1995 · 6.2K citations

, , +16

Integer and Combinatorial Optimization

H. P. Williams, George L. Nemhauser, Laurence A. Wolsey · Journal of the Operational Research Society · 1990 · 5.6K citations

, , +11

Teaching–learning-based optimization: A novel method for constrained mechanical design optimization problems

R. Venkata Rao, Vimal Savsani, D. P. Vakharia · Computer-Aided Design · 2011 · 5.1K citations

, , +10

1–5 of 17.9K

Authors

24.2K

  1. BS
    Boris S. Mordukhovich

    Wayne State University, United States

    49 publications · 2.9K citations

    35

    h-index

  2. CK
    Christian Kanzow

    University of Würzburg, Germany

    44 publications · 2.8K citations

    32

    h-index

  3. PL
    Philippe L. Toint

    University of Namur, Belgium

    49 publications · 4.3K citations

    31

    h-index

  4. KD
    Kalyanmoy Deb

    Michigan State University, United States

    54 publications · 15.4K citations

    30

    h-index

  5. KL
    Kok Lay Teo

    Curtin University, Australia

    81 publications · 3.7K citations

    30

    h-index

1–5 of 24.2K

Institutions

4.4K

  1. Stanford University

    Stanford, United States

    66 h-index

    301 publications

    36.5K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    61 h-index

    312 publications

    26.7K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    60 h-index

    525 publications

    30.5K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    59 h-index

    288 publications

    23.6K citations

  5. Georgia Institute of Technology

    Atlanta, United States

    55 h-index

    303 publications

    23.6K citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    53 h-index

    193 publications

    15.4K citations

  7. National University of Singapore

    Singapore, Singapore

    53 h-index

    253 publications

    17.3K citations

  8. University of California, Berkeley

    Berkeley, United States

    53 h-index

    274 publications

    19.5K citations

1–8 of 4.4K

Venues

  1. Mathematical Programming

    621 publications · 56K citations

    120

    h-index

  2. SIAM Journal on Optimization

    677 publications · 65.5K citations

    111

    h-index

  3. IEEE Transactions on Signal Processing

    236 publications · 22.9K citations

    81

    h-index

  4. Journal of Optimization Theory and Applications

    688 publications · 32.1K citations

    79

    h-index

  5. European Journal of Operational Research

    390 publications · 25.5K citations

    78

    h-index

1–5