Concepedia

Metamodel-assisted Optimization

Metamodel-Assisted Optimization is a surrogate-assisted optimization approach that employs a metamodel as an approximate fitness landscape to guide the search process, thereby reducing the computational burden associated with evaluating expensive objective functions.

249

Publications

20.3K

Citations

590

Authors

264

Institutions

Publications per year

2017–2026

92

Parents

Publications

249

Response Surface Methodology

Raymond H. Myers, Douglas C. Montgomery · IIE Transactions · 1996 · 3.8K citations

, , +13

Review of Metamodeling Techniques in Support of Engineering Design Optimization

G. Gary Wang, S. Shan · Journal of Mechanical Design · 2006 · 1.7K citations

, , +10

Comparative studies of metamodelling techniques under multiple modelling criteria

Ruichen Jin, W. Chen, Timothy W. Simpson · Structural and Multidisciplinary Optimization · 2001 · 1.7K citations

, , +8

Response Surface Methodology

Technometrics · 2002 · 890 citations

, , +13

Use of Kriging Models to Approximate Deterministic Computer Models

Jay D. Martin, Timothy W. Simpson · AIAA Journal · 2005 · 836 citations

, , +16

1–5 of 249

Authors

590

  1. KC
    Kyriakos C. Giannakoglou

    National Technical University of Athens, Greece

    12 publications · 272 citations

    11

    h-index

  2. PJ
    Ping Jiang

    Huazhong University of Science and Technology, China

    9 publications · 380 citations

    9

    h-index

  3. XS
    Xinyu Shao

    Huazhong University of Science and Technology, China

    9 publications · 380 citations

    9

    h-index

  4. QZ
    Qi Zhou

    Huazhong University of Science and Technology, China

    8 publications · 332 citations

    8

    h-index

  5. LS
    Leshi Shu

    Huazhong University of Science and Technology, China

    6 publications · 266 citations

    6

    h-index

1–5 of 590

Institutions

264

  1. Huazhong University of Science and Technology

    Wuhan, China

    13 h-index

    57 publications

    2.3K citations

  2. National Technical University of Athens

    Athens, Greece

    11 h-index

    31 publications

    673 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    34 publications

    886 citations

  4. Beijing Institute of Technology

    Beijing, China

    9 h-index

    31 publications

    1.1K citations

  5. Pennsylvania State University

    State College, United States

    8 h-index

    12 publications

    3.2K citations

  6. Hunan University

    Changsha, China

    7 h-index

    24 publications

    795 citations

  7. National University of Singapore

    Singapore, Singapore

    6 h-index

    12 publications

    1.4K citations

  8. Ghent University

    Ghent, Belgium

    5 h-index

    15 publications

    694 citations

1–8 of 264

Venues

  1. Structural and Multidisciplinary Optimization

    18 publications · 2.3K citations

    15

    h-index

  2. Engineering Optimization

    15 publications · 555 citations

    13

    h-index

  3. Journal of Mechanical Design

    10 publications · 2.3K citations

    10

    h-index

  4. Engineering Computations

    5 publications · 97 citations

    5

    h-index

  5. AIAA Journal

    5 publications · 1.5K citations

    5

    h-index

1–5