Concepedia

Scenario Generation

Scenario Generation is a methodological construct in stochastic optimization and scenario analysis that systematically produces a representative set of probabilistic future states or trajectories to approximate uncertainty in decision-making under stochastic programming frameworks.

565

Publications

30.9K

Citations

1.8K

Authors

651

Institutions

Publications per year

2017–2026

272

Parents

Publications

565

The origins and evolution of scenario techniques in long range business planning

Ron Bradfield, George Wright, George Burt et al. · Futures · 2005 · 1.2K citations

, , +13

Simulation in healthcare education: A best evidence practical guide. AMEE Guide No. 82

Ivette Motola, Luke Devine, Hyun Soo Chung et al. · Medical Teacher · 2013 · 1.2K citations · Full text

, , +13

Generating Scenario Trees for Multistage Decision Problems

Kjetil Høyland, Stein W. Wallace · Management Science · 2001 · 680 citations · Full text

, , +14

Model-Free Renewable Scenario Generation Using Generative Adversarial Networks

Yize Chen, Yishen Wang, Daniel S. Kirschen et al. · IEEE Transactions on Power Systems · 2018 · 653 citations

, , +14

BonnMotion: a mobility scenario generation and analysis tool

Nils Aschenbruck, Raphael Ernst, Elmar Gerhards‐Padilla et al. · 2010 · 588 citations · Full text

, , +12

1–5 of 565

Authors

1.8K

  1. GC
    Georg Ch. Pflug

    University of Vienna, Austria

    7 publications · 756 citations

    7

    h-index

  2. MK
    Michal Kaut

    SINTEF, Norway

    6 publications · 741 citations

    6

    h-index

  3. FW
    Fei–Yue Wang

    Chinese Academy of Sciences, China

    5 publications · 224 citations

    5

    h-index

  4. SK
    Siddartha Khastgir

    University of Warwick, United Kingdom

    5 publications · 161 citations

    5

    h-index

  5. SW
    Stein W. Wallace

    Norwegian School of Economics, Norway

    5 publications · 1.3K citations

    5

    h-index

1–5 of 1.8K

Institutions

651

  1. Tsinghua University

    Beijing, China

    16 h-index

    41 publications

    2.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    27 publications

    1.5K citations

  3. Xi'an Jiaotong University

    Xi'an, China

    8 h-index

    20 publications

    699 citations

  4. Norwegian University of Science and Technology

    Trondheim, Norway

    8 h-index

    14 publications

    2.2K citations

  5. UNSW Sydney

    Sydney, Australia

    8 h-index

    20 publications

    833 citations

  6. Zhejiang University

    Hangzhou, China

    8 h-index

    24 publications

    1.7K citations

  7. University of Warwick

    Coventry, United Kingdom

    7 h-index

    21 publications

    853 citations

  8. North China Electric Power University

    Beijing, China

    7 h-index

    32 publications

    867 citations

1–8 of 651

Venues

  1. Applied Energy

    14 publications · 913 citations

    14

    h-index

  2. IEEE Transactions on Power Systems

    11 publications · 1.9K citations

    11

    h-index

  3. European Journal of Operational Research

    10 publications · 678 citations

    10

    h-index

  4. IEEE Transactions on Intelligent Vehicles

    ITIVBL · 8 publications · 292 citations

    8

    h-index

  5. Futures

    8 publications · 1.5K citations

    8

    h-index

1–5