Concepedia

Robust Formulations

Robust Formulations is a class of optimization models in topology optimization that explicitly account for uncertainties in loading, geometry, or material properties by incorporating probabilistic, worst-case, or interval-based variations into the design formulation to ensure performance stability under perturbations.

442

Publications

30.1K

Citations

1K

Authors

471

Institutions

Publications per year

2017–2026

136

Parents

Publications

442

Robust Convex Optimization

Aharon Ben‐Tal, Arkadi Nemirovski · Mathematics of Operations Research · 1998 · 2.6K citations

, , +14

On projection methods, convergence and robust formulations in topology optimization

Fengwen Wang, Boyan S. Lazarov, Ole Sigmund · Structural and Multidisciplinary Optimization · 2010 · 1.8K citations

, , +13

Robust optimization – A comprehensive survey

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

, , +13

Robust optimization ? methodology and applications

Aharon Ben‐Tal, Arkadi Nemirovski · Mathematical Programming · 2002 · 1.4K citations

, , +12

Robust Portfolio Selection Problems

Donald Goldfarb, Garud Iyengar · Mathematics of Operations Research · 2003 · 928 citations

, , +17

1–5 of 442

Authors

1K

  1. DB
    Dimitris Bertsimas

    Massachusetts Institute of Technology, United States

    7 publications · 744 citations

    7

    h-index

  2. OS
    Ole Sigmund

    Technical University of Denmark, Denmark

    7 publications · 2.4K citations

    7

    h-index

  3. XW
    Xiaojun Wang

    Beihang University, China

    6 publications · 206 citations

    6

    h-index

  4. ZL
    Zeshang Li

    Beihang University, China

    6 publications · 254 citations

    6

    h-index

  5. ZL
    Zukui Li

    University of Alberta, Canada

    6 publications · 557 citations

    6

    h-index

1–5 of 1K

Institutions

471

  1. Beihang University

    Beijing, China

    14 h-index

    45 publications

    1.7K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    13 h-index

    25 publications

    4.1K citations

  3. Dalian University of Technology

    Dalian, China

    13 h-index

    30 publications

    3.1K citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    12 h-index

    26 publications

    1.8K citations

  5. UNSW Sydney

    Sydney, Australia

    11 h-index

    29 publications

    1.1K citations

  6. Georgia Institute of Technology

    Atlanta, United States

    10 h-index

    19 publications

    870 citations

  7. Hunan University

    Changsha, China

    8 h-index

    17 publications

    1.1K citations

  8. Technion – Israel Institute of Technology

    Haifa, Israel

    7 h-index

    10 publications

    8.4K citations

1–8 of 471

Venues

  1. Structural and Multidisciplinary Optimization

    38 publications · 3.9K citations

    24

    h-index

  2. 22

    h-index

  3. 13

    h-index

  4. Mathematical Programming

    14 publications · 2.5K citations

    13

    h-index

  5. Journal of Optimization Theory and Applications

    15 publications · 479 citations

    13

    h-index

1–5