Concepedia

Stochastic Global Optimization

Stochastic Global Optimization is a global optimization method that incorporates randomization in its search process to explore the solution space and escape local optima, thereby increasing the likelihood of converging to the global optimum in complex, multimodal landscapes.

241

Publications

16.2K

Citations

544

Authors

283

Institutions

Publications per year

2017–2026

42

Parents

Publications

241

Global Optimization of Stochastic Black-Box Systems via Sequential Kriging Meta-Models

D. Huang, Theodore T. Allen, William I. Notz et al. · Journal of Global Optimization · 2006 · 636 citations

, , +14

A Numerical Evaluation of Several Stochastic Algorithms on Selected Continuous Global Optimization Test Problems

M. Montaz Ali, Charoenchai Khompatraporn, Zelda B. Zabinsky · Journal of Global Optimization · 2005 · 569 citations

, , +10

A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions

Rommel G. Regis, Christine A. Shoemaker · INFORMS journal on computing · 2007 · 517 citations

, , +15

Stochastic global optimization methods part I: Clustering methods

A. H. G. Rinnooy Kan, G. T. Timmer · Mathematical Programming · 1987 · 467 citations · Full text

, , +11

Global optimization of nonconvex NLPs and MINLPs with applications in process design

Hanil Ryoo, Nikolaos V. Sahinidis · Computers & Chemical Engineering · 1995 · 445 citations

, , +16

1–5 of 241

Authors

544

  1. AH
    A. H. G. Rinnooy Kan

    Erasmus University Rotterdam, Netherlands

    7 publications · 1.3K citations

    7

    h-index

  2. CS
    Cheng Shang

    Fudan University, China

    6 publications · 576 citations

    6

    h-index

  3. AB
    Adrián Bonilla‐Petriciolet

    Universidad Tecnológica de Aguascalientes, Mexico

    6 publications · 179 citations

    6

    h-index

  4. ZL
    Zhi‐Pan Liu

    Fudan University, China

    6 publications · 576 citations

    6

    h-index

  5. GP
    Gade Pandu Rangaiah

    National University of Singapore, Singapore

    5 publications · 175 citations

    5

    h-index

1–5 of 544

Institutions

283

  1. Erasmus University Rotterdam

    Rotterdam, The Netherlands

    7 h-index

    14 publications

    2.9K citations

  2. Fudan University

    Shanghai, China

    6 h-index

    20 publications

    2.1K citations

  3. National University of Singapore

    Singapore, Singapore

    6 h-index

    11 publications

    366 citations

  4. Universidad Tecnológica de Aguascalientes

    Aguascalientes, Mexico

    5 h-index

    5 publications

    123 citations

  5. Collaborative Innovation Center of Chemistry for Energy Materials

    Shanghai, China

    5 h-index

    17 publications

    1.8K citations

  6. Technical University of Munich

    Munich, Germany

    4 h-index

    8 publications

    528 citations

  7. University of California, Berkeley

    Berkeley, United States

    4 h-index

    4 publications

    884 citations

  8. Instituto Tecnológico de Aguascalientes

    Aguascalientes, Mexico

    4 h-index

    4 publications

    98 citations

1–8 of 283

Venues

  1. Journal of Global Optimization

    14 publications · 2.1K citations

    12

    h-index

  2. Industrial & Engineering Chemistry Research

    7 publications · 276 citations

    7

    h-index

  3. Computers & Chemical Engineering

    6 publications · 578 citations

    6

    h-index

  4. Mathematical Programming

    5 publications · 1.5K citations

    5

    h-index

  5. SIAM Journal on Control and Optimization

    5 publications · 739 citations

    5

    h-index

1–5