Concepedia

Polynomial Regression Surrogates

Polynomial Regression Surrogates is a surrogate modeling technique that approximates the input-output behavior of a computationally expensive optimization problem using a global polynomial function fitted to sampled data points.

88

Publications

5.2K

Citations

314

Authors

184

Institutions

Publications per year

2017–2026

46

Parents

Publications

88

Polynomial Regression with Response Surface Analysis: A Powerful Approach for Examining Moderation and Overcoming Limitations of Difference Scores

Linda R. Shanock, Benjamin E. Baran, William A. Gentry et al. · Journal of Business and Psychology · 2010 · 943 citations

, , +11

Testing Informant Discrepancies as Predictors of Early Adolescent Psychopathology: Why Difference Scores Cannot Tell You What You Want to Know and How Polynomial Regression May

Robert D. Laird, Andres De Los Reyes · Journal of Abnormal Child Psychology · 2012 · 314 citations

, , +15

Comparative studies of metamodeling techniques under multiple modeling criteria

Ruichen Jin, Wei Chen, Timothy W. Simpson · 8th Symposium on Multidisciplinary Analysis and Optimization · 2000 · 247 citations

, , +16

Color Correction Using Root-Polynomial Regression

Graham D. Finlayson, Michał Mackiewicz, Anya Hurlbert · IEEE Transactions on Image Processing · 2015 · 224 citations · Full text

, , +16

A Study on Polynomial Regression and Gaussian Process Global Surrogate Model in Hierarchical Surrogate-Assisted Evolutionary Algorithm

Zongzhao Zhou, Yew-Soon Ong, Dudy Lim · 2005 · 143 citations

, , +16

1–5 of 88

Authors

314

  1. ZL
    Zhen Luo

    University of Technology Sydney, Australia

    2 publications · 91 citations

    2

    h-index

  2. AG
    Anthony Giunta

    Sandia National Laboratories, United States

    2 publications · 84 citations

    2

    h-index

  3. JW
    Jinglai Wu

    University of Technology Sydney, Australia

    2 publications · 91 citations

    2

    h-index

  4. MA
    Mihai Anitescu

    Argonne National Laboratory, United States

    2 publications · 153 citations

    2

    h-index

  5. TC
    T.F. Cootes

    University of Manchester, United Kingdom

    2 publications · 66 citations

    2

    h-index

1–5 of 314

Institutions

184

  1. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    9 publications

    285 citations

  2. Sandia National Laboratories

    Albuquerque, United States

    2 h-index

    4 publications

    160 citations

  3. University of Illinois Chicago

    Chicago, United States

    2 h-index

    3 publications

    519 citations

  4. University of Technology Sydney

    Sydney, Australia

    2 h-index

    5 publications

    201 citations

  5. Argonne National Laboratory

    Lemont, United States

    2 h-index

    4 publications

    331 citations

  6. Polytechnic University of Bari

    Bari, Italy

    2 h-index

    2 publications

    43 citations

  7. Texas A&M University

    College Station, United States

    2 h-index

    5 publications

    200 citations

  8. National University of Defense Technology

    Changsha, China

    2 h-index

    9 publications

    147 citations

1–8 of 184

Venues

  1. Applied Energy

    3 publications · 192 citations

    3

    h-index

  2. IEEE Transactions on Image Processing

    2 publications · 265 citations

    2

    h-index

  3. Nuclear Science and Engineering

    2 publications · 153 citations

    2

    h-index

  4. Journal of Business and Psychology

    1 publications · 943 citations

    1

    h-index

  5. Neural Networks

    1 publications · 39 citations

    1

    h-index

1–5