Concepedia

Optimization Under Uncertainty

Optimization Under Uncertainty is a mathematical optimization paradigm that systematically accounts for indeterminate parameters or stochastic variations in design variables, objectives, or constraints, distinguishing itself from deterministic optimization by explicitly incorporating probabilistic, interval-based, or scenario-driven representations of uncertainty to achieve robust or reliable optimal solutions.

11.7K

Publications

658.6K

Citations

20.3K

Authors

3.6K

Institutions

Publications per year

2017–2026

4.7K

Parents

Children

Publications

11.7K

Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information

Emmanuel J. Candès, Justin Romberg, Terence Tao · IEEE Transactions on Information Theory · 2006 · 15.8K citations

, , +16

Decision-Making in a Fuzzy Environment

Richard Bellman, L. A. Zadeh · Management Science · 1970 · 6.8K citations · Full text

, , +11

The Price of Robustness

Dimitris Bertsimas, Melvyn Sim · Operations Research · 2004 · 4.4K citations

, , +15

Slime mould algorithm: A new method for stochastic optimization

Shimin Li, Huiling Chen, Mingjing Wang et al. · Future Generation Computer Systems · 2020 · 2.9K citations · Full text

, , +8

Chance-Constrained Programming

A. Charnes, W. W. Cooper · Management Science · 1959 · 2.7K citations

, , +16

1–5 of 11.7K

Authors

20.3K

  1. GH
    Guohe Huang

    University of Regina, Canada

    212 publications · 10.7K citations

    53

    h-index

  2. YL
    Yongping Li

    University of Regina, Canada

    105 publications · 4.2K citations

    36

    h-index

  3. JW
    Jianhui Wang

    Argonne National Laboratory, United States

    37 publications · 6.1K citations

    32

    h-index

  4. DB
    Dimitris Bertsimas

    Massachusetts Institute of Technology, United States

    42 publications · 12.7K citations

    31

    h-index

  5. FY
    Fengqi You

    Cornell University, United States

    31 publications · 3.1K citations

    29

    h-index

1–5 of 20.3K

Institutions

3.6K

  1. Tsinghua University

    Beijing, China

    74 h-index

    612 publications

    39.2K citations

  2. North China Electric Power University

    Beijing, China

    61 h-index

    686 publications

    32.6K citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    61 h-index

    375 publications

    33.6K citations

  4. Georgia Institute of Technology

    Atlanta, United States

    56 h-index

    350 publications

    27.1K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    55 h-index

    256 publications

    18.3K citations

  6. Imperial College London

    London, United Kingdom

    53 h-index

    286 publications

    17.6K citations

  7. Stanford University

    Stanford, United States

    52 h-index

    242 publications

    21.1K citations

  8. University of Regina

    Regina, Canada

    52 h-index

    387 publications

    19K citations

1–8 of 3.6K

Venues

  1. IEEE Transactions on Power Systems

    411 publications · 43K citations

    116

    h-index

  2. European Journal of Operational Research

    227 publications · 17.4K citations

    69

    h-index

  3. IEEE Transactions on Automatic Control

    183 publications · 18.9K citations

    67

    h-index

  4. Operations Research

    145 publications · 25.5K citations

    67

    h-index

  5. IEEE Transactions on Smart Grid

    120 publications · 10.1K citations

    61

    h-index

1–5