Concepedia

Scenario-based Robust Optimization

Scenario-Based Robust Optimization is a robust optimization approach that belongs to the class of methods addressing uncertainty through discrete scenario representations, distinguished by its reliance on a finite set of explicitly defined scenarios to model uncertain parameters and ensure solution feasibility across all realized scenarios.

148

Publications

11.6K

Citations

427

Authors

226

Institutions

Publications per year

2017–2026

84

Parents

Publications

148

Robust Optimization of Large-Scale Systems

John M. Mulvey, Robert J. Vanderbei, Stavros A. Zenios · Operations Research · 1995 · 1.9K citations

, , +17

Scenarios and Policy Aggregation in Optimization Under Uncertainty

R. T. Rockafellar, Roger J.‐B. Wets · Mathematics of Operations Research · 1991 · 1.3K citations · Full text

, , +14

The Scenario Approach to Robust Control Design

Giuseppe C. Calafiore, Marco C. Campi · IEEE Transactions on Automatic Control · 2006 · 1.1K citations

, , +14

A scenario planning approach for the flood emergency logistics preparation problem under uncertainty

Mei‐Shiang Chang, Ya-Ling Tseng, Jingwen Chen · Transportation Research Part E Logistics and Transportation Review · 2007 · 550 citations

, , +14

On the Road Between Robust Optimization and the Scenario Approach for Chance Constrained Optimization Problems

Kostas Margellos, Paul J. Goulart, John Lygeros · IEEE Transactions on Automatic Control · 2014 · 250 citations

, , +14

1–5 of 148

Authors

427

  1. RT
    Reza Tavakkoli‐Moghaddam

    University of Tehran, Iran

    2 publications · 160 citations

    3

    h-index

  2. JK
    Jan Kwakkel

    Delft University of Technology, Netherlands

    3 publications · 228 citations

    3

    h-index

  3. BW
    Bing Wang

    Shanghai University, China

    3 publications · 82 citations

    3

    h-index

  4. HR
    Holger R. Maier

    The University of Adelaide, Australia

    2 publications · 90 citations

    2

    h-index

  5. AA
    A.S. Azfanizam

    Universiti Putra Malaysia, Malaysia

    2 publications · 88 citations

    2

    h-index

1–5 of 427

Institutions

226

  1. University of Tehran

    Tehran, Iran

    7 h-index

    13 publications

    433 citations

  2. ETH Zurich

    Zurich, Switzerland

    5 h-index

    8 publications

    1.2K citations

  3. Iran University of Science and Technology

    Tehran, Iran

    5 h-index

    14 publications

    360 citations

  4. Zhejiang University

    Hangzhou, China

    4 h-index

    8 publications

    395 citations

  5. Delft University of Technology

    Delft, The Netherlands

    4 h-index

    6 publications

    428 citations

  6. University of Arizona

    Tucson, United States

    3 h-index

    7 publications

    252 citations

  7. Tsinghua University

    Beijing, China

    3 h-index

    6 publications

    342 citations

  8. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    3 h-index

    9 publications

    385 citations

1–8 of 226

Venues

  1. 7

    h-index

  2. IEEE Transactions on Power Systems

    6 publications · 604 citations

    6

    h-index

  3. Energy

    5 publications · 233 citations

    5

    h-index

  4. Environmental Modelling & Software

    4 publications · 211 citations

    4

    h-index

  5. European Journal of Operational Research

    3 publications · 177 citations

    3

    h-index

1–5