Concepedia

Simulation Optimization Algorithms

Simulation Optimization Algorithms is a computational methodology that integrates simulation techniques with optimization procedures to iteratively search for optimal solutions in complex, stochastic systems where analytical evaluation is infeasible.

742

Publications

40.1K

Citations

1.5K

Authors

649

Institutions

Publications per year

2017–2026

158

Parents

Publications

742

Thermodynamical approach to the traveling salesman problem: An efficient simulation algorithm

V. Černý · Journal of Optimization Theory and Applications · 1985 · 3.4K citations

, , +10

The Sample Average Approximation Method for Stochastic Discrete Optimization

Anton J. Kleywegt, Alexander Shapiro, Tito Homem‐de‐Mello · SIAM Journal on Optimization · 2002 · 2K citations · Full text

, , +16

Feature Article: Optimization for simulation: Theory vs. Practice

Michael C. Fu · INFORMS journal on computing · 2002 · 768 citations

, , +14

Optimization of computer simulation models with rare events

Reuven Y. Rubinstein · European Journal of Operational Research · 1997 · 699 citations

, , +14

<b>DiceKriging</b>,<b>DiceOptim</b>: Two<i>R</i>Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization

Olivier Roustant, David Ginsbourger, Yves Deville · Journal of Statistical Software · 2012 · 561 citations · Full text

, , +15

1–5 of 742

Authors

1.5K

  1. LH
    Loo Hay Lee

    National University of Singapore, Singapore

    24 publications · 1.1K citations

    18

    h-index

  2. CC
    Chun‐Hung Chen

    George Mason University, United States

    23 publications · 954 citations

    18

    h-index

  3. MC
    Michael C. Fu

    University of Maryland, College Park, United States

    18 publications · 2.1K citations

    16

    h-index

  4. BL
    Barry L. Nelson

    Northwestern University, United States

    16 publications · 1.2K citations

    15

    h-index

  5. SA
    Sigrún Andradóttir

    Georgia Institute of Technology, United States

    12 publications · 821 citations

    12

    h-index

1–5 of 1.5K

Institutions

649

  1. National University of Singapore

    Singapore, Singapore

    19 h-index

    61 publications

    3.2K citations

  2. Georgia Institute of Technology

    Atlanta, United States

    18 h-index

    37 publications

    5.5K citations

  3. George Mason University

    Fairfax, United States

    17 h-index

    35 publications

    1.5K citations

  4. University of Wisconsin–Madison

    Madison, United States

    17 h-index

    32 publications

    1.5K citations

  5. Cornell University

    Ithaca, United States

    16 h-index

    27 publications

    1.2K citations

  6. University of Maryland, College Park

    College Park, United States

    16 h-index

    31 publications

    2.6K citations

  7. Northwestern University

    Evanston, United States

    15 h-index

    23 publications

    1.6K citations

  8. Virginia Tech

    Blacksburg, United States

    12 h-index

    14 publications

    796 citations

1–8 of 649

Venues

  1. European Journal of Operational Research

    24 publications · 2K citations

    18

    h-index

  2. Winter Simulation Conference

    Conference · 29 publications · 886 citations

    17

    h-index

  3. Computers & Chemical Engineering

    22 publications · 916 citations

    17

    h-index

  4. Computers & Industrial Engineering

    13 publications · 720 citations

    13

    h-index

  5. ACM Transactions on Modeling and Computer Simulation

    TOMACS · 14 publications · 894 citations

    13

    h-index

1–5