Concepedia

Optimal Computing Budget Allocation

Optimal Computing Budget Allocation is a methodological framework within simulation-based optimization that systematically apportions a limited computational budget across candidate solutions to maximize the probability of selecting the best design through statistical discrimination.

99

Publications

5.5K

Citations

191

Authors

85

Institutions

Publications per year

2017–2026

23

Variants

Ocba

Parents

Publications

99

Scaling Laws for Neural Language Models

Jared Kaplan, Sam McCandlish, Tom Henighan et al. · arXiv (Cornell University) · 2020 · 1.5K citations · Full text

, , +16

Efficient Simulation Budget Allocation for Selecting an Optimal Subset

Chun‐Hung Chen, Donghai He, Michael C. Fu et al. · INFORMS journal on computing · 2008 · 258 citations

, , +15

New development of optimal computing budget allocation for discrete event simulation

Hsiao-Chang Chen, Liyi Dai, Chun‐Hung Chen et al. · 1997 · 132 citations · Full text

, , +14

A Large Deviations Perspective on Ordinal Optimization

Peter W. Glynn, S. Juneja · Proceedings of the 2004 Winter Simulation Conference, 2004. · 2005 · 129 citations

, , +15

A large deviations perspective on ordinal optimization

Peter W. Glynn, Sandeep Juneja · Winter Simulation Conference · 2004 · 124 citations

, , +15

1–5 of 99

Authors

191

  1. LH
    Loo Hay Lee

    National University of Singapore, Singapore

    29 publications · 1.4K citations

    21

    h-index

  2. CC
    Chun‐Hung Chen

    George Mason University, United States

    29 publications · 1.4K citations

    20

    h-index

  3. MC
    Michael C. Fu

    University of Maryland, College Park, United States

    11 publications · 686 citations

    11

    h-index

  4. EP
    Ek Peng Chew

    National University of Singapore, Singapore

    12 publications · 421 citations

    11

    h-index

  5. HX
    Hui Xiao

    Southwestern University of Finance and Economics, China

    7 publications · 392 citations

    7

    h-index

1–5 of 191

Institutions

85

  1. National University of Singapore

    Singapore, Singapore

    21 h-index

    72 publications

    3.1K citations

  2. George Mason University

    Fairfax, United States

    21 h-index

    52 publications

    2.4K citations

  3. University of Maryland, College Park

    College Park, United States

    11 h-index

    16 publications

    919 citations

  4. Tsinghua University

    Beijing, China

    7 h-index

    15 publications

    451 citations

  5. INSEAD

    Fontainebleau, France

    7 h-index

    9 publications

    560 citations

  6. Fudan University

    Shanghai, China

    6 h-index

    9 publications

    263 citations

  7. Southwestern University of Finance and Economics

    Chengdu, China

    6 h-index

    10 publications

    674 citations

  8. National Taiwan University

    Taipei, Taiwan

    6 h-index

    6 publications

    249 citations

1–8 of 85

Venues

  1. IEEE Transactions on Automatic Control

    10 publications · 428 citations

    10

    h-index

  2. IIE Transactions

    5 publications · 226 citations

    5

    h-index

  3. 5

    h-index

  4. Winter Simulation Conference

    Conference · 5 publications · 225 citations

    5

    h-index

  5. Automatica

    4 publications · 231 citations

    4

    h-index

1–5