Concepedia

Constrained Derivative-free Optimization

Constrained Derivative-Free Optimization is a subclass of optimization methods that solve nonlinear optimization problems with explicit constraints without requiring gradient information, distinguishing itself by relying solely on function evaluations to navigate the feasible region.

85

Publications

4.2K

Citations

221

Authors

135

Institutions

Publications per year

2017–2026

31

Parents

Publications

85

Derivative free analogues of the Levenberg-Marquardt and Gauss algorithms for nonlinear least squares approximation

Kenneth M. Brown, J. E. Dennis · Numerische Mathematik · 1971 · 372 citations

, , +13

Derivative-Free Filter Simulated Annealing Method for Constrained Continuous Global Optimization

Abdel-Rahman Hedar, Masao Fukushima · Journal of Global Optimization · 2006 · 253 citations

, , +11

Global optimization advances in Mixed-Integer Nonlinear Programming, MINLP, and Constrained Derivative-Free Optimization, CDFO

Fani Boukouvala, Ruth Misener, Christodoulos A. Floudas · European Journal of Operational Research · 2015 · 230 citations · Full text

, , +14

A Progressive Barrier for Derivative-Free Nonlinear Programming

Charles Audet, J. E. Dennis · SIAM Journal on Optimization · 2009 · 202 citations

, , +16

A derivative-free methodology with local and global search for the constrained joint optimization of well locations and controls

Obiajulu J. Isebor, Louis J. Durlofsky, David Echeverría Ciaurri · Computational Geosciences · 2013 · 188 citations

, , +16

1–5 of 85

Authors

221

  1. FR
    Francesco Rinaldi

    Sapienza University of Rome, Italy

    6 publications · 189 citations

    6

    h-index

  2. SL
    Stefano Lucidi

    Sapienza University of Rome, Italy

    6 publications · 235 citations

    6

    h-index

  3. GL
    Giampaolo Liuzzi

    Istituto di Analisi dei Sistemi ed Informatica Antonio Ruberti, Italy

    5 publications · 163 citations

    5

    h-index

  4. CA
    Charles Audet

    Polytechnique Montréal, Canada

    5 publications · 431 citations

    5

    h-index

  5. AL
    Alison L. Marsden

    Stanford University, United States

    3 publications · 262 citations

    3

    h-index

1–5 of 221

Institutions

135

  1. Sapienza University of Rome

    Rome, Italy

    7 h-index

    10 publications

    339 citations

  2. University of Padua

    Padua, Italy

    6 h-index

    6 publications

    189 citations

  3. Istituto di Analisi dei Sistemi ed Informatica Antonio Ruberti

    Rome, Italy

    6 h-index

    6 publications

    232 citations

  4. University of California San Diego

    San Diego, United States

    5 h-index

    10 publications

    490 citations

  5. Group for Research in Decision Analysis

    Montreal, Canada

    4 h-index

    8 publications

    422 citations

  6. Imperial College London

    London, United Kingdom

    4 h-index

    6 publications

    451 citations

  7. Norwegian University of Science and Technology

    Trondheim, Norway

    4 h-index

    6 publications

    226 citations

  8. Polytechnique Montréal

    Montreal, Canada

    4 h-index

    7 publications

    359 citations

1–8 of 135

Venues

  1. Journal of Global Optimization

    6 publications · 359 citations

    6

    h-index

  2. Computational Optimization and Applications

    6 publications · 142 citations

    6

    h-index

  3. Journal of Petroleum Science and Engineering

    5 publications · 181 citations

    5

    h-index

  4. Computers & Chemical Engineering

    4 publications · 107 citations

    4

    h-index

  5. 4

    h-index

1–5