Concepedia

Continuous Optimization

Continuous Optimization is a branch of mathematical optimization that investigates problems whose decision variables take values in continuous (typically real-valued) domains and seeks variable values that optimize a given objective function, often under constraints.

3.4K

Publications

246.6K

Citations

6.5K

Authors

2K

Institutions

Publications per year

2017–2026

864

Variants

Continuous Mathematical Programming

Parents

Children

Publications

3.4K

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

Rainer Storn, Kenneth V. Price · Journal of Global Optimization · 1997 · 28.7K citations

, , +12

On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming

Andreas Wächter, Lorenz T. Biegler · Mathematical Programming · 2005 · 9.4K citations

, , +9

The particle swarm - explosion, stability, and convergence in a multidimensional complex space

Maurice Clerc, James Kennedy · IEEE Transactions on Evolutionary Computation · 2002 · 8.9K citations

, , +13

Nearly unbiased variable selection under minimax concave penalty

Cun‐Hui Zhang · The Annals of Statistics · 2010 · 4K citations · Full text

, , +17

Differential Evolution - A simple and efficient adaptive scheme for global optimization over continuous spaces

Kenneth V. Price · 2004 · 3.4K citations

, , +14

1–5 of 3.4K

Authors

6.5K

  1. KL
    Kok Lay Teo

    Curtin University, Australia

    24 publications · 1.3K citations

    19

    h-index

  2. PS
    Patrick Siarry

    Université Paris-Est Créteil, France

    17 publications · 1.8K citations

    15

    h-index

  3. DM
    Daniel Molina

    Universidad de Granada, Spain

    15 publications · 1.1K citations

    15

    h-index

  4. XY
    Xin Yao

    University of Birmingham, United Kingdom

    14 publications · 1.5K citations

    14

    h-index

  5. FH
    Francisco Herrera

    Universidad de Granada, Spain

    13 publications · 1.1K citations

    13

    h-index

1–5 of 6.5K

Institutions

2K

  1. Imperial College London

    London, United Kingdom

    20 h-index

    51 publications

    2.7K citations

  2. The University of Melbourne

    Melbourne, Australia

    20 h-index

    46 publications

    3.3K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    19 h-index

    50 publications

    12.6K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    19 h-index

    35 publications

    2.1K citations

  5. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    19 h-index

    41 publications

    3.7K citations

  6. University of California, Berkeley

    Berkeley, United States

    19 h-index

    45 publications

    3K citations

  7. Georgia Institute of Technology

    Atlanta, United States

    19 h-index

    66 publications

    4.2K citations

  8. Chinese Academy of Sciences

    Beijing, China

    18 h-index

    43 publications

    1.8K citations

1–8 of 2K

Venues

  1. SIAM Journal on Optimization

    72 publications · 9.1K citations

    40

    h-index

  2. Mathematical Programming

    71 publications · 14K citations

    37

    h-index

  3. Journal of Optimization Theory and Applications

    114 publications · 6.9K citations

    37

    h-index

  4. European Journal of Operational Research

    64 publications · 5.9K citations

    31

    h-index

  5. arXiv (Cornell University)

    Repository · 81 publications · 5.2K citations

    30

    h-index

1–5