Concepedia

Multiobjective Surrogate Optimization

Multiobjective Surrogate Optimization is a computational optimization paradigm that employs surrogate models to approximate multiple conflicting objective functions, thereby reducing the computational burden of evaluating expensive black-box functions in multiobjective decision-making problems.

268

Publications

10.4K

Citations

881

Authors

361

Institutions

Publications per year

2017–2026

166

Parents

Publications

268

Efficient global optimization algorithm assisted by multiple surrogate techniques

Felipe Viana, Raphael T. Haftka, Layne T. Watson · Journal of Global Optimization · 2012 · 252 citations

, , +11

Parameterization of criss-cross configurations for multiobjective crashworthiness optimization

Guangyong Sun, Tong Pang, Jianguang Fang et al. · International Journal of Mechanical Sciences · 2017 · 219 citations

, , +13

Multiobjective tree-structured parzen estimator for computationally expensive optimization problems

Yoshihiko Ozaki, Yuki Tanigaki, Shuhei Watanabe et al. · 2020 · 202 citations · Full text

, , +13

Multistage Collaborative Machine Learning and its Application to Antenna Modeling and Optimization

Qi Wu, Haiming Wang, Wei Hong · IEEE Transactions on Antennas and Propagation · 2020 · 198 citations

, , +17

Efficient Pareto Frontier Exploration using Surrogate Approximations

Benjamin Wilson, David J. Cappelleri, Timothy W. Simpson et al. · Optimization and Engineering · 2001 · 169 citations

, , +17

1–5 of 268

Authors

881

  1. IC
    Ivo Couckuyt

    Ghent University, Belgium

    6 publications · 146 citations

    6

    h-index

  2. TD
    Tom Dhaene

    Ghent University, Belgium

    6 publications · 146 citations

    6

    h-index

  3. KK
    Kwang‐Yong Kim

    Inha University, South Korea

    6 publications · 187 citations

    6

    h-index

  4. YY
    Yacov Y. Haimes

    University of Virginia, United States

    5 publications · 111 citations

    5

    h-index

  5. LG
    Liang Gao

    Huazhong University of Science and Technology, China

    5 publications · 193 citations

    5

    h-index

1–5 of 881

Institutions

361

  1. Huazhong University of Science and Technology

    Wuhan, China

    12 h-index

    40 publications

    1.6K citations

  2. Northwestern Polytechnical University

    Xi'an, China

    7 h-index

    32 publications

    914 citations

  3. Inha University

    Incheon, South Korea

    7 h-index

    21 publications

    595 citations

  4. Dalian University of Technology

    Dalian, China

    6 h-index

    16 publications

    453 citations

  5. Xidian University

    Xi'an, China

    5 h-index

    12 publications

    413 citations

  6. Jilin University

    Changchun, China

    4 h-index

    14 publications

    351 citations

  7. South China University of Technology

    Guangzhou, China

    4 h-index

    11 publications

    547 citations

  8. University of Exeter

    Exeter, United Kingdom

    4 h-index

    8 publications

    425 citations

1–8 of 361

Venues

  1. Applied Soft Computing

    10 publications · 365 citations

    10

    h-index

  2. Structural and Multidisciplinary Optimization

    8 publications · 332 citations

    8

    h-index

  3. IEEE Transactions on Magnetics

    8 publications · 356 citations

    8

    h-index

  4. IEEE Transactions on Evolutionary Computation

    8 publications · 413 citations

    8

    h-index

  5. Water Resources Research

    8 publications · 403 citations

    8

    h-index

1–5