Concepedia

Multi-objective Robust Optimization

Multi-Objective Robust Optimization is a mathematical optimization framework that integrates multiple conflicting objectives with uncertainty handling mechanisms, distinguishing itself from single-objective or deterministic optimization approaches by simultaneously seeking Pareto-optimal solutions that are insensitive to variations in uncertain parameters.

493

Publications

28.7K

Citations

1.5K

Authors

578

Institutions

Publications per year

2017–2026

281

Variants

Moro

Parents

Publications

493

Robust optimization – A comprehensive survey

Hans-Georg Beyer, Bernhard Sendhoff · Computer Methods in Applied Mechanics and Engineering · 2007 · 1.6K citations

, , +13

Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer

IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 1.4K citations · Full text

, , +14

Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer

René Ranftl, Katrin Lasinger, David Hafner et al. · Repository for Publications and Research Data (ETH Zurich) · 2022 · 1.1K citations · Full text

, , +14

Recent advances in robust optimization: An overview

Virginie Gabrel, Cécile Murat, Aurélie Thiele · European Journal of Operational Research · 2013 · 886 citations

, , +13

Introducing Robustness in Multi-Objective Optimization

Kalyanmoy Deb, Himanshu Gupta · Evolutionary Computation · 2006 · 512 citations

, , +16

1–5 of 493

Authors

1.5K

  1. SA
    Shapour Azarm

    University of Maryland, College Park, United States

    10 publications · 648 citations

    10

    h-index

  2. AS
    Anita Schöbel

    University of Göttingen, Germany

    6 publications · 594 citations

    6

    h-index

  3. MS
    Mir Saman Pishvaee

    Iran University of Science and Technology, Iran

    5 publications · 292 citations

    5

    h-index

  4. AA
    Ali Almansoori

    University of Waterloo, Canada

    4 publications · 108 citations

    4

    h-index

  5. ZC
    Zhe Chen

    Aalborg University, Denmark

    4 publications · 95 citations

    4

    h-index

1–5 of 1.5K

Institutions

578

  1. Iran University of Science and Technology

    Tehran, Iran

    16 h-index

    51 publications

    4.3K citations

  2. University of Tehran

    Tehran, Iran

    15 h-index

    34 publications

    1.9K citations

  3. North China Electric Power University

    Beijing, China

    12 h-index

    54 publications

    3.9K citations

  4. University of Maryland, College Park

    College Park, United States

    11 h-index

    27 publications

    1.5K citations

  5. Hunan University

    Changsha, China

    9 h-index

    29 publications

    2K citations

  6. Sharif University of Technology

    Tehran, Iran

    8 h-index

    11 publications

    1.1K citations

  7. Tsinghua University

    Beijing, China

    7 h-index

    12 publications

    909 citations

  8. Huazhong University of Science and Technology

    Wuhan, China

    7 h-index

    26 publications

    788 citations

1–8 of 578

Venues

  1. Energy

    15 publications · 752 citations

    15

    h-index

  2. European Journal of Operational Research

    14 publications · 2K citations

    14

    h-index

  3. Structural and Multidisciplinary Optimization

    16 publications · 977 citations

    13

    h-index

  4. Computers & Industrial Engineering

    14 publications · 751 citations

    13

    h-index

  5. Journal of Cleaner Production

    13 publications · 956 citations

    13

    h-index

1–5