Concepedia

Adaptive Optimization

Adaptive Optimization is a stochastic optimization method that iteratively adjusts its update rules based on accumulated gradient information to improve convergence properties in non-stationary or ill-conditioned landscapes.

1.3K

Publications

96.7K

Citations

3.6K

Authors

1.2K

Institutions

Publications per year

2017–2026

571

Parents

Publications

1.3K

Adaptive Subgradient Methods for Online Learning and Stochastic Optimization

John C. Duchi, Elad Hazan, Yoram Singer · 2010 · 8.6K citations

, , +15

JADE: Adaptive Differential Evolution With Optional External Archive

Jingqiao Zhang, Arthur C. Sanderson · IEEE Transactions on Evolutionary Computation · 2009 · 3.6K citations

, , +16

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

Kenneth V. Price · 2004 · 3.4K citations

, , +14

Differrential evolution-a simple and efficient adaptive scheme for global optimization over continuous spaces

Rainer Storn · Medical Entomology and Zoology · 1995 · 2.8K citations

, , +10

Adaptive Particle Swarm Optimization

Zhi‐Hui Zhan, Jun Zhang, Yun Li et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2009 · 2K citations

, , +16

1–5 of 1.3K

Authors

3.6K

  1. EB
    Elias B. Kosmatopoulos

    Democritus University of Thrace, Greece

    20 publications · 653 citations

    14

    h-index

  2. NH
    Nikolaus Hansen

    Institut national de recherche en sciences et technologies du numérique, France

    10 publications · 2.3K citations

    10

    h-index

  3. CA
    Charles Audet

    Polytechnique Montréal, Canada

    9 publications · 808 citations

    9

    h-index

  4. AH
    Ali H. Sayed

    University of California, Los Angeles, United States

    8 publications · 1.7K citations

    8

    h-index

  5. IY
    Isao Yamada

    Kyoto University, Japan

    7 publications · 376 citations

    7

    h-index

1–5 of 3.6K

Institutions

1.2K

  1. University of California, Berkeley

    Berkeley, United States

    21 h-index

    39 publications

    15.8K citations

  2. Tsinghua University

    Beijing, China

    15 h-index

    42 publications

    1.8K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    15 h-index

    36 publications

    1.4K citations

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

    Le Chesnay-Rocquencourt, France

    15 h-index

    32 publications

    2.4K citations

  5. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    31 publications

    1.7K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    13 h-index

    29 publications

    3K citations

  7. University of Michigan

    Ann Arbor, United States

    12 h-index

    18 publications

    714 citations

  8. University of Science and Technology of China

    Hefei, China

    12 h-index

    37 publications

    3.6K citations

1–8 of 1.2K

Venues

  1. arXiv (Cornell University)

    Repository · 104 publications · 7.5K citations

    37

    h-index

  2. IEEE Access

    26 publications · 857 citations

    18

    h-index

  3. SIAM Journal on Optimization

    14 publications · 1.3K citations

    14

    h-index

  4. Applied Soft Computing

    15 publications · 1.5K citations

    14

    h-index

  5. Information Sciences

    14 publications · 1.3K citations

    14

    h-index

1–5