Concepedia

Step Size Selection

Step Size Selection is a methodological component in gradient-based optimization that determines the magnitude of parameter updates per iteration by balancing convergence speed and stability through adaptive or predefined scaling of gradient descent directions.

337

Publications

15.3K

Citations

922

Authors

422

Institutions

Publications per year

2017–2026

82

Parents

Publications

337

Efficient step size selection for the tau-leaping simulation method

Yang Cao, Daniel T. Gillespie, Linda Petzold · The Journal of Chemical Physics · 2006 · 658 citations

, , +12

The automatic integration of ordinary differential equations

C. W. Gear · Communications of the ACM · 1971 · 645 citations · Full text

, , +16

Optimization of the split-step fourier method in modeling optical-fiber communications systems

O. V. Sinkin, Ronald Holzlöhner, J. Zweck et al. · Journal of Lightwave Technology · 2003 · 579 citations

, , +17

Reduced Basis Technique for Nonlinear Analysis of Structures

Ahmed K. Noor, Jeanne M. Peters · AIAA Journal · 1980 · 413 citations

, , +17

Iterative learning control using optimal feedback and feedforward actions

Notker Amann, D.H. Owens, Eric Rogers · International Journal of Control · 1996 · 314 citations

, , +14

1–5 of 337

Authors

922

  1. PP
    PooGyeon Park

    Pohang University of Science and Technology, South Korea

    6 publications · 258 citations

    6

    h-index

  2. SD
    S.C. Douglas

    Southern Methodist University, United States

    4 publications · 155 citations

    4

    h-index

  3. ZY
    Zhuang Yang

    Xiamen University, China

    4 publications · 116 citations

    4

    h-index

  4. LF
    L. F. Shampine

    Southern Methodist University, United States

    4 publications · 111 citations

    4

    h-index

  5. YD
    Yu‐Hong Dai

    Chinese Academy of Sciences, China

    4 publications · 373 citations

    4

    h-index

1–5 of 922

Institutions

422

  1. Southwest Jiaotong University

    Chengdu, China

    8 h-index

    17 publications

    519 citations

  2. Pohang University of Science and Technology

    Pohang, South Korea

    6 h-index

    16 publications

    713 citations

  3. Xidian University

    Xi'an, China

    5 h-index

    11 publications

    257 citations

  4. Xiamen University

    Xiamen, China

    4 h-index

    19 publications

    641 citations

  5. Stanford University

    Stanford, United States

    4 h-index

    8 publications

    1.2K citations

  6. Universiti Putra Malaysia

    Seri Kembangan, Malaysia

    4 h-index

    9 publications

    120 citations

  7. Southern Methodist University

    Dallas, United States

    4 h-index

    5 publications

    226 citations

  8. Virginia Tech

    Blacksburg, United States

    4 h-index

    4 publications

    872 citations

1–8 of 422

Venues

  1. Journal of Computational and Applied Mathematics

    11 publications · 451 citations

    11

    h-index

  2. arXiv (Cornell University)

    Repository · 9 publications · 294 citations

    9

    h-index

  3. Signal Processing

    8 publications · 268 citations

    8

    h-index

  4. Circuits Systems and Signal Processing

    CSSP · 6 publications · 76 citations

    6

    h-index

  5. IEEE Transactions on Signal Processing

    5 publications · 222 citations

    5

    h-index

1–5