Concepedia

Automated Algorithm Discovery

Automated Algorithm Discovery is a computational methodology within genetic programming that systematically generates and optimizes algorithms through evolutionary mechanisms, distinguished by its ability to autonomously explore the space of possible algorithmic solutions without human intervention.

39

Publications

5.5K

Citations

109

Authors

51

Institutions

Publications per year

2017–2026

14

Parents

Publications

39

Genetic programming II: Automatic discovery of reusable programs

Computers & Mathematics with Applications · 1995 · 1.9K citations

, , +9

Algorithm discovery by protein folding game players

Firas Khatib, Seth Cooper, Michael D. Tyka et al. · Proceedings of the National Academy of Sciences · 2011 · 619 citations · Full text

, , +11

Genetic Programming II: Automatic Discovery of Reusable Programs.

Una-May O’Reilly · Artificial Life · 1994 · 467 citations

, , +14

Discovering faster matrix multiplication algorithms with reinforcement learning

Alhussein Fawzi, Matej Balog, Aja Huang et al. · Nature · 2022 · 450 citations · Full text

, , +14

APPLYING EVOLUTIONARY PROGRAMMING TO SELECTED TRAVELING SALESMAN PROBLEMS

David B. Fogel · Cybernetics & Systems · 1993 · 232 citations

, , +16

1–5 of 39

Authors

109

  1. QV
    Quoc V. Le

    Google (United States), United States

    3 publications · 302 citations

    3

    h-index

  2. ER
    Esteban Real

    Google (United States), United States

    3 publications · 302 citations

    3

    h-index

  3. JR
    John R. Koza

    Stanford University, United States

    2 publications · 37 citations

    2

    h-index

  4. UO
    Una-May O’Reilly

    Massachusetts Institute of Technology, United States

    2 publications · 553 citations

    2

    h-index

  5. DR
    David R. So

    Google (United States), United States

    2 publications · 135 citations

    2

    h-index

1–5 of 109

Institutions

51

  1. Stanford University

    Stanford, United States

    2 h-index

    2 publications

    37 citations

  2. Institute for Interdisciplinary Studies of Austrian Universities

    Vienna, Austria

    1 h-index

    1 publications

    19 citations

  3. University of Washington

    Seattle, United States

    1 h-index

    7 publications

    4.3K citations

  4. University of Liège

    Liège, Belgium

    1 h-index

    3 publications

    39 citations

  5. Varna University of Management

    Dobrich, Bulgaria

    1 h-index

    1 publications

    10 citations

  6. National Laboratory of the Rockies

    Golden, United States

    1 h-index

    4 publications

    484 citations

  7. University of Zagreb

    Zagreb, Croatia

    1 h-index

    1 publications

    39 citations

  8. IMEC

    Leuven, Belgium

    1 h-index

    3 publications

    117 citations

1–8 of 51

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 476 citations

    4

    h-index

  2. cIRcle (University of British Columbia)

    Repository · 2 publications · 200 citations

    2

    h-index

  3. Nature

    2 publications · 613 citations

    2

    h-index

  4. Expert Systems with Applications

    2 publications · 61 citations

    2

    h-index

  5. Artificial Life

    2 publications · 553 citations

    2

    h-index

1–5