Concepedia

Radial Basis Function Surrogates

Radial Basis Function Surrogates is a surrogate modeling technique that constructs an approximation of a complex objective function by linearly combining radial basis functions centered at sampled data points, distinguished by its reliance on distance-based basis functions to interpolate or predict responses in optimization tasks.

349

Publications

16.8K

Citations

1K

Authors

432

Institutions

Publications per year

2017–2026

145

Variants

Rbf Surrogates

Parents

Publications

349

Evolutionary Optimization of Computationally Expensive Problems via Surrogate Modeling

Yew-Soon Ong, Prasanth B. Nair, Andy J. Keane · AIAA Journal · 2003 · 558 citations

, , +16

A numerical study of some radial basis function based solution methods for elliptic PDEs

Elisabeth Larsson, Bengt Fornberg · Computers & Mathematics with Applications · 2003 · 374 citations

, , +17

Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions

Rommel G. Regis, Christine A. Shoemaker · Journal of Global Optimization · 2005 · 328 citations

, , +9

De novo SVM classification of precursor microRNAs from genomic pseudo hairpins using global and intrinsic folding measures

Kwang Loong Stanley Ng, Santosh K. Mishra · Bioinformatics · 2007 · 272 citations · Full text

, , +16

Evolutionary Programming for High-Dimensional Constrained Expensive Black-Box Optimization Using Radial Basis Functions

Rommel G. Regis · IEEE Transactions on Evolutionary Computation · 2013 · 262 citations

, , +16

1–5 of 349

Authors

1K

  1. RG
    Rommel G. Regis

    Saint Joseph's University, United States

    9 publications · 1.4K citations

    9

    h-index

  2. CA
    Christine A. Shoemaker

    Cornell University, United States

    5 publications · 773 citations

    5

    h-index

  3. YJ
    Yaochu Jin

    University of Surrey, United Kingdom

    5 publications · 416 citations

    5

    h-index

  4. TR
    Tapabrata Ray

    UNSW Sydney, Australia

    5 publications · 183 citations

    5

    h-index

  5. HW
    Handing Wang

    Xidian University, China

    4 publications · 130 citations

    4

    h-index

1–5 of 1K

Institutions

432

  1. Saint Joseph's University

    Philadelphia, United States

    8 h-index

    9 publications

    1.1K citations

  2. Huazhong University of Science and Technology

    Wuhan, China

    8 h-index

    26 publications

    1.5K citations

  3. Dalian University of Technology

    Dalian, China

    6 h-index

    19 publications

    814 citations

  4. Northwestern Polytechnical University

    Xi'an, China

    6 h-index

    18 publications

    958 citations

  5. Uppsala University

    Uppsala, Sweden

    6 h-index

    14 publications

    1.1K citations

  6. Central South University

    Changsha, China

    6 h-index

    12 publications

    848 citations

  7. National University of Singapore

    Singapore, Singapore

    5 h-index

    10 publications

    341 citations

  8. Mississippi State University

    Starkville, United States

    5 h-index

    10 publications

    617 citations

1–8 of 432

Venues

  1. Structural and Multidisciplinary Optimization

    12 publications · 671 citations

    12

    h-index

  2. Engineering Optimization

    11 publications · 1.1K citations

    11

    h-index

  3. Engineering Analysis with Boundary Elements

    9 publications · 371 citations

    9

    h-index

  4. Computers & Mathematics with Applications

    8 publications · 882 citations

    8

    h-index

  5. IEEE Transactions on Cybernetics

    7 publications · 797 citations

    7

    h-index

1–5