Concepedia

Robust Discrete Optimization

Robust Discrete Optimization is a formal optimization framework within decision-making under uncertainty that specifically addresses discrete decision spaces by seeking solutions which remain feasible and near-optimal across a range of possible future scenarios, distinguishing it from deterministic discrete optimization and other stochastic approaches by its emphasis on worst-case performance and immunization against uncertainty.

49

Publications

4.8K

Citations

128

Authors

79

Institutions

Publications per year

2017–2026

17

Parents

Publications

49

Robust discrete optimization and network flows

Dimitris Bertsimas, Melvyn Sim · Mathematical Programming · 2003 · 1.8K citations

, , +14

Robust Discrete Optimization and Its Applications.

A. E. Gerodimos, Panos Kouvelis, Gang Yu · Journal of the Operational Research Society · 1998 · 1.1K citations · Full text

, , +11

A robust possibilistic programming framework for designing an organ transplant supply chain under uncertainty

Alireza Goli, Ali Ala, Seyedali Mirjalili · Annals of Operations Research · 2022 · 149 citations

, , +14

The trust region subproblem and semidefinite programming*

Charles Fortin, Henry Wolkowicz · Optimization methods & software · 2004 · 140 citations

, , +16

Robust discrete code modeling for supervised hashing

Yadan Luo, Yang Yang, Fumin Shen et al. · Pattern Recognition · 2017 · 121 citations

, , +5

1–5 of 49

Authors

128

  1. AK
    Adam Kasperski

    Wrocław University of Science and Technology, Poland

    3 publications · 53 citations

    3

    h-index

  2. KN
    Karthik Natarajan

    National University of Singapore, Singapore

    3 publications · 103 citations

    3

    h-index

  3. SQ
    Shaojian Qu

    University of Shanghai for Science and Technology, China

    2 publications · 101 citations

    2

    h-index

  4. ZL
    Zuyi Li

    Illinois Institute of Technology, United States

    2 publications · 76 citations

    2

    h-index

  5. CM
    Changxi Ma

    Lanzhou Jiaotong University, China

    2 publications · 83 citations

    2

    h-index

1–5 of 128

Institutions

79

  1. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    7 publications

    3.7K citations

  2. Wrocław University of Science and Technology

    Wroclaw, Poland

    3 h-index

    7 publications

    118 citations

  3. Lanzhou Jiaotong University

    Lanzhou, China

    2 h-index

    6 publications

    306 citations

  4. University of Southampton

    Southampton, United Kingdom

    2 h-index

    3 publications

    2.2K citations

  5. Huazhong University of Science and Technology

    Wuhan, China

    2 h-index

    2 publications

    134 citations

  6. Singapore University of Technology and Design

    Singapore, Singapore

    2 h-index

    2 publications

    37 citations

  7. Illinois Institute of Technology

    Chicago, United States

    2 h-index

    3 publications

    92 citations

  8. Nanjing University of Information Science and Technology

    Nanjing, China

    2 h-index

    2 publications

    101 citations

1–8 of 79

Venues

  1. Annals of Operations Research

    4 publications · 289 citations

    4

    h-index

  2. Mathematical Programming

    4 publications · 1.9K citations

    4

    h-index

  3. Journal of the Operational Research Society

    OR · 3 publications · 1.1K citations

    3

    h-index

  4. Operations Research Letters

    3 publications · 139 citations

    3

    h-index

  5. IEEE Transactions on Power Systems

    3 publications · 127 citations

    3

    h-index

1–5