Concepedia

Sequential Optimization

Sequential Optimization is a parametric optimization method that iteratively refines decision variables through a series of adaptive stages, where each stage utilizes information from prior evaluations to guide subsequent searches within the parameter space.

938

Publications

59K

Citations

2.6K

Authors

941

Institutions

Publications per year

2017–2026

295

Variants

Sequential Parametric Optimization

Parents

Publications

938

Estimating the Support of a High-Dimensional Distribution

Bernhard Schölkopf, John Platt, John Shawe‐Taylor et al. · Neural Computation · 2001 · 5.9K citations

, , +12

Sequential Minimal Optimization : A Fast Algorithm for Training Support Vector Machines

John Platt · 1998 · 2.7K citations

, , +15

Looking Forward and Looking Backward: Cognitive and Experiential Search

Giovanni Gavetti, Daniel A. Levinthal · Administrative Science Quarterly · 2000 · 2.1K citations

, , +16

Improvements to Platt's SMO Algorithm for SVM Classifier Design

S. Sathiya Keerthi, Shirish Shevade, Chiranjib Bhattacharyya et al. · Neural Computation · 2001 · 1.8K citations

, , +12

Nonlinear Programming--Sequential Unconstrained Minimization Techniques

M. J. D. Powell · The Computer Journal · 1969 · 1.8K citations

, , +11

1–5 of 938

Authors

2.6K

  1. SK
    Satoshi KITAYAMA

    Kanazawa University, Japan

    11 publications · 498 citations

    10

    h-index

  2. XD
    Xiaoping Du

    Missouri University of Science and Technology, United States

    9 publications · 502 citations

    9

    h-index

  3. TB
    Thomas Bartz–Beielstein

    TH Köln - University of Applied Sciences, Germany

    9 publications · 554 citations

    9

    h-index

  4. YG
    Youguang Guo

    University of Technology Sydney, Australia

    7 publications · 292 citations

    7

    h-index

  5. JZ
    Jianguo Zhu

    University of Technology Sydney, Australia

    7 publications · 292 citations

    7

    h-index

1–5 of 2.6K

Institutions

941

  1. University of Michigan

    Ann Arbor, United States

    15 h-index

    42 publications

    918 citations

  2. University of Electronic Science and Technology of China

    Chengdu, China

    13 h-index

    53 publications

    2.2K citations

  3. Huazhong University of Science and Technology

    Wuhan, China

    13 h-index

    38 publications

    1.8K citations

  4. University of California, Berkeley

    Berkeley, United States

    12 h-index

    27 publications

    6K citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    12 h-index

    33 publications

    1.2K citations

  6. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    30 publications

    2.3K citations

  7. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    11 h-index

    26 publications

    1.1K citations

  8. Stanford University

    Stanford, United States

    11 h-index

    24 publications

    1.3K citations

1–8 of 941

Venues

  1. Structural and Multidisciplinary Optimization

    21 publications · 1.4K citations

    19

    h-index

  2. arXiv (Cornell University)

    Repository · 28 publications · 1K citations

    18

    h-index

  3. Journal of Mechanical Design

    19 publications · 910 citations

    16

    h-index

  4. SIAM Journal on Optimization

    10 publications · 664 citations

    10

    h-index

  5. Engineering Optimization

    11 publications · 287 citations

    10

    h-index

1–5