Concepedia

Meta-optimization

Meta-Optimization is a meta-learning strategy that involves the systematic adaptation of optimization algorithms or their hyperparameters to improve the learning process of base-level models by learning from past optimization experiences.

656

Publications

46.4K

Citations

2.1K

Authors

886

Institutions

Publications per year

2017–2026

470

Parents

Publications

656

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

Seyedali Mirjalili · Neural Computing and Applications · 2015 · 2.7K citations

, , +11

Aquila Optimizer: A novel meta-heuristic optimization algorithm

Laith Abualigah, Dalia Yousri, Mohamed Abd Elaziz et al. · Computers & Industrial Engineering · 2021 · 2.1K citations

, , +12

Snake Optimizer: A novel meta-heuristic optimization algorithm

Fatma A. Hashim, Abdelazim G. Hussien · Knowledge-Based Systems · 2022 · 1.1K citations

, , +11

Gradient-based optimizer: A new metaheuristic optimization algorithm

Iman Ahmadianfar, Omid Bozorg‐Haddad, Xuefeng Chu · Information Sciences · 2020 · 880 citations

, , +11

Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges

Bernd Bischl, Martin Binder, Michel Lang et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2023 · 809 citations · Full text

, , +14

1–5 of 656

Authors

2.1K

  1. LA
    Laith Abualigah

    Universiti Sains Malaysia, Malaysia

    12 publications · 3.3K citations

    12

    h-index

  2. AC
    André C. P. L. F. de Carvalho

    Universidade de São Paulo, Brazil

    10 publications · 487 citations

    10

    h-index

  3. SM
    Seyedali Mirjalili

    Torrens University Australia, Australia

    9 publications · 3.8K citations

    9

    h-index

  4. AK
    A. Kaveh

    Iran University of Science and Technology, Iran

    9 publications · 1.2K citations

    9

    h-index

  5. CS
    Carlos Soares

    Universidade do Porto, Portugal

    8 publications · 379 citations

    8

    h-index

1–5 of 2.1K

Institutions

886

  1. Jadavpur University

    Kolkata, India

    11 h-index

    31 publications

    1.6K citations

  2. Universidade de São Paulo

    São Paulo, Brazil

    11 h-index

    23 publications

    1.2K citations

  3. Universidade do Porto

    Porto, Portugal

    9 h-index

    12 publications

    455 citations

  4. Ain Shams University

    Cairo, Egypt

    9 h-index

    13 publications

    1K citations

  5. University of Technology Sydney

    Sydney, Australia

    9 h-index

    9 publications

    3.1K citations

  6. Iran University of Science and Technology

    Tehran, Iran

    9 h-index

    15 publications

    2.4K citations

  7. University of Hradec Králové

    Hradec Králové, Czechia

    9 h-index

    20 publications

    2.3K citations

  8. Zagazig University

    Zagazig, Egypt

    8 h-index

    12 publications

    3.7K citations

1–8 of 886

Venues

  1. arXiv (Cornell University)

    Repository · 41 publications · 1.5K citations

    20

    h-index

  2. IEEE Access

    26 publications · 1.8K citations

    19

    h-index

  3. Mathematics

    10 publications · 471 citations

    10

    h-index

  4. Applied Soft Computing

    9 publications · 463 citations

    9

    h-index

  5. Information Sciences

    9 publications · 1.3K citations

    9

    h-index

1–5