Concepedia

Sequential Surrogate Optimization

Sequential Surrogate Optimization is a surrogate-based optimization paradigm in which the acquisition of new sample points and the refinement of the surrogate model occur iteratively in a sequential manner, distinguished from batch or parallel approaches by its strict emphasis on one-at-a-time evaluation decisions guided by infill criteria.

29

Publications

1K

Citations

100

Authors

38

Institutions

Publications per year

2017–2026

14

Variants

Sequential Surrogate-based Optimization

Parents

Publications

29

Surrogate-based infill optimization applied to electromagnetic problems

Ivo Couckuyt, Frederick Declercq, Tom Dhaene et al. · International Journal of RF and Microwave Computer-Aided Engineering · 2010 · 138 citations · Full text

, , +17

A sequential surrogate method for reliability analysis based on radial basis function

Xu Li, Chunlin Gong, Liangxian Gu et al. · Structural Safety · 2018 · 94 citations

, , +11

Formulations for Surrogate-Based Optimization Under Uncertainty

Michael Eldred, Anthony Giunta, Steven F. Wojtkiewicz et al. · 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization · 2002 · 77 citations

, , +14

Weld sequence optimization: The use of surrogate models for solving sequential combinatorial problems

Ivan Voutchkov, Andy J. Keane, Atul Bhaskar et al. · Computer Methods in Applied Mechanics and Engineering · 2005 · 63 citations · Full text

, , +15

Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process

Qin Lu, Konstantinos D. Polyzos, Bingcong Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 54 citations

, , +11

1–5 of 29

Authors

100

  1. ZJ
    Zhao Jing

    Northwestern Polytechnical University, China

    2 publications · 139 citations

    2

    h-index

  2. LG
    Liangxian Gu

    Northwestern Polytechnical University, China

    2 publications · 139 citations

    2

    h-index

  3. CG
    Chunlin Gong

    Northwestern Polytechnical University, China

    2 publications · 139 citations

    2

    h-index

  4. OV
    Oskar von Stryk

    Technische Universität Darmstadt, Germany

    2 publications · 83 citations

    2

    h-index

  5. HS
    Hajime Sakamoto

    University of Yamanashi Hospital, Japan

    2 publications · 83 citations

    2

    h-index

1–5 of 100

Institutions

38

  1. Northwestern Polytechnical University

    Xi'an, China

    3 h-index

    12 publications

    723 citations

  2. Huazhong University of Science and Technology

    Wuhan, China

    3 h-index

    6 publications

    195 citations

  3. Sandia National Laboratories

    Albuquerque, United States

    2 h-index

    6 publications

    340 citations

  4. Technische Universität Darmstadt

    Darmstadt, Germany

    2 h-index

    8 publications

    337 citations

  5. Universitat Politècnica de Catalunya

    Barcelona, Spain

    2 h-index

    3 publications

    92 citations

  6. Gdańsk University of Technology

    Gdansk, Poland

    1 h-index

    2 publications

    44 citations

  7. Ghent University

    Ghent, Belgium

    1 h-index

    5 publications

    690 citations

  8. University of Minnesota

    Minneapolis, United States

    1 h-index

    4 publications

    216 citations

1–8 of 38

Venues

  1. Structural and Multidisciplinary Optimization

    3 publications · 79 citations

    3

    h-index

  2. 1

    h-index

  3. Structural Safety

    1 publications · 94 citations

    1

    h-index

  4. 1

    h-index

  5. 1

    h-index

1–5