Concepedia

Multi-objective Robust Decision Making

Multi-Objective Robust Decision Making is a decision-making framework that extends robust decision-making methodologies by simultaneously optimizing multiple conflicting objectives under deep uncertainty, ensuring solution resilience across a wide range of plausible futures.

94

Publications

5.3K

Citations

290

Authors

158

Institutions

Publications per year

2017–2026

64

Parents

Publications

94

Many objective robust decision making for complex environmental systems undergoing change

Joseph Kasprzyk, Shanthi Nataraj, Patrick M. Reed et al. · Environmental Modelling & Software · 2013 · 513 citations

, , +14

Beyond optimality: Multistakeholder robustness tradeoffs for regional water portfolio planning under deep uncertainty

Jonathan D. Herman, Harrison B. Zeff, Patrick M. Reed et al. · Water Resources Research · 2014 · 249 citations · Full text

, , +10

Robustness in operational research and decision aiding: A multi-faceted issue

Bernard Roy · European Journal of Operational Research · 2009 · 242 citations

, , +16

The Exploratory Modeling Workbench: An open source toolkit for exploratory modeling, scenario discovery, and (multi-objective) robust decision making

Jan Kwakkel · Environmental Modelling & Software · 2017 · 206 citations · Full text

, , +17

Data-driven decision making under uncertainty integrating robust optimization with principal component analysis and kernel smoothing methods

Chao Ning, Fengqi You · Computers & Chemical Engineering · 2018 · 199 citations

, , +14

1–5 of 94

Authors

290

  1. PM
    Patrick M. Reed

    Cornell University, United States

    5 publications · 1K citations

    5

    h-index

  2. JK
    Jan Kwakkel

    Delft University of Technology, Netherlands

    5 publications · 472 citations

    5

    h-index

  3. HB
    Harrison B. Zeff

    University of North Carolina at Chapel Hill, United States

    2 publications · 343 citations

    2

    h-index

  4. KW
    Keyi Wang

    Tsinghua University, China

    2 publications · 32 citations

    2

    h-index

  5. YH
    Yuefei Huang

    Tsinghua University, China

    2 publications · 32 citations

    2

    h-index

1–5 of 290

Institutions

158

  1. University of Tehran

    Tehran, Iran

    6 h-index

    14 publications

    509 citations

  2. Delft University of Technology

    Delft, The Netherlands

    5 h-index

    8 publications

    754 citations

  3. Cornell University

    Ithaca, United States

    5 h-index

    9 publications

    1.4K citations

  4. Pennsylvania State University

    State College, United States

    4 h-index

    8 publications

    1.5K citations

  5. Hohai University

    Nanjing, China

    4 h-index

    16 publications

    742 citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    4 publications

    112 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    4 publications

    299 citations

  8. University of Jyväskylä

    Jyväskylä, Finland

    2 h-index

    4 publications

    174 citations

1–8 of 158

Venues

  1. Environmental Modelling & Software

    8 publications · 1.2K citations

    8

    h-index

  2. Energy

    5 publications · 173 citations

    5

    h-index

  3. Journal of Hydrology

    5 publications · 149 citations

    5

    h-index

  4. Journal of Cleaner Production

    5 publications · 279 citations

    5

    h-index

  5. Water Resources Management

    4 publications · 111 citations

    4

    h-index

1–5