Concepedia

Optimization Under Evaluation Budgets

Optimization Under Evaluation Budgets is a derivative-free optimization framework that belongs to the class of black-box optimization methods, distinguished by its explicit constraint on the number of function evaluations permitted during the search for an optimal solution.

9

Publications

259

Citations

31

Authors

24

Institutions

Publications per year

2017–2026

5

Variants

Budgeted Optimization

Parents

Publications

9

Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach

Rémi Lam, Karen Willcox, David H. Wolpert · Neural Information Processing Systems · 2016 · 58 citations

, , +16

Global optimization based on noisy evaluations: An empirical study of two statistical approaches

Emmanuel Vázquez, Julien Villemonteix, Maryan Sidorkiewicz et al. · Journal of Physics Conference Series · 2008 · 43 citations · Full text

, , +11

Bayesian Optimization with Expensive Integrands

Saul Toscano-Palmerin, Peter I. Frazier · SIAM Journal on Optimization · 2022 · 38 citations

, , +12

Contaminant source localization via Bayesian global optimization

Guillaume Pirot, Tipaluck Krityakierne, David Ginsbourger et al. · Hydrology and earth system sciences · 2019 · 30 citations · Full text

, , +16

Ant colony optimization on a limited budget of evaluations

Leslie Pérez Cáceres, Manuel López‐Ibáñez, Thomas Stützle · Swarm Intelligence · 2015 · 28 citations

, , +11

1–5 of 9

Authors

31

  1. VD
    Valentin Dalibard

    Google DeepMind (United Kingdom), United Kingdom

    1 publications · 19 citations

    1

    h-index

  2. MR
    Muhammad Rizwan Tanweer

    Nanyang Technological University, Singapore

    1 publications · 11 citations

    1

    h-index

  3. TK
    Tipaluck Krityakierne

    Mahidol University, Thailand

    1 publications · 30 citations

    1

    h-index

  4. TS
    Tom Schaul

    Google DeepMind (United Kingdom), United Kingdom

    1 publications · 19 citations

    1

    h-index

  5. MV
    Michal Valko

    Google DeepMind (United Kingdom), United Kingdom

    1 publications · 16 citations

    1

    h-index

1–5 of 31

Institutions

24

  1. Idiap Research Institute

    Martigny-Combe, Switzerland

    1 h-index

    1 publications

    30 citations

  2. Google DeepMind (United Kingdom)

    London, United Kingdom

    1 h-index

    5 publications

    95 citations

  3. Mahidol University

    Bangkok, Thailand

    1 h-index

    1 publications

    30 citations

  4. Cornell University

    Ithaca, United States

    1 h-index

    2 publications

    76 citations

  5. Technische Universität Berlin

    Berlin, Germany

    1 h-index

    1 publications

    19 citations

  6. University of Oxford

    Oxford, United Kingdom

    1 h-index

    1 publications

    19 citations

  7. Google (United Kingdom)

    London, United Kingdom

    1 h-index

    5 publications

    95 citations

  8. Laboratoire des signaux et systèmes

    Gif-sur-Yvette, France

    1 h-index

    3 publications

    129 citations

1–8 of 24

Venues

  1. SIAM Journal on Optimization

    1 publications · 38 citations

    1

    h-index

  2. Hydrology and earth system sciences

    1 publications · 30 citations

    1

    h-index

  3. IEEE Transactions on Evolutionary Computation

    1 publications · 16 citations

    1

    h-index

  4. Journal of Physics Conference Series

    1 publications · 43 citations

    1

    h-index

  5. arXiv (Cornell University)

    Repository · 1 publications · 16 citations

    1

    h-index

1–5