Concepedia

Parameter Uncertainty Optimization

Parameter Uncertainty Optimization is a methodological framework within optimization under uncertainty that specifically addresses the inherent variability and imprecision in model parameters by systematically incorporating probabilistic, interval-based, or scenario-driven representations of parameter uncertainty to yield robust or adaptive optimal solutions.

261

Publications

10.5K

Citations

757

Authors

330

Institutions

Publications per year

2017–2026

101

Parents

Publications

261

Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles

Wen Yao, Xiaoqian Chen, Wencai Luo et al. · Progress in Aerospace Sciences · 2011 · 511 citations

, , +14

Antioptimization of structures with large uncertain-but-non-random parameters via interval analysis

Zhiping Qiu, Isaac Elishakoff · Computer Methods in Applied Mechanics and Engineering · 1998 · 423 citations

, , +11

An interval-parameter multi-stage stochastic programming model for water resources management under uncertainty

Yongping Li, Guohe Huang, Songlin Nie · Advances in Water Resources · 2005 · 269 citations

, , +14

Percentile Optimization for Markov Decision Processes with Parameter Uncertainty

Erick Delage, Shie Mannor · Operations Research · 2009 · 228 citations

, , +15

Recent advances in mathematical programming techniques for the optimization of process systems under uncertainty

Ignacio E. Grossmann, Robert M. Apap, Bruno A. Calfa et al. · Computers & Chemical Engineering · 2016 · 212 citations · Full text

, , +16

1–5 of 261

Authors

757

  1. GH
    Guohe Huang

    University of Regina, Canada

    17 publications · 903 citations

    14

    h-index

  2. YL
    Yongping Li

    University of Regina, Canada

    7 publications · 479 citations

    7

    h-index

  3. LH
    Li He

    North China Electric Power University, China

    6 publications · 158 citations

    6

    h-index

  4. VD
    Vivek Dua

    University College London, United Kingdom

    4 publications · 75 citations

    4

    h-index

  5. HL
    Hongwei Lu

    North China Electric Power University, China

    4 publications · 95 citations

    4

    h-index

1–5 of 757

Institutions

330

  1. Tsinghua University

    Beijing, China

    12 h-index

    32 publications

    1.1K citations

  2. University of Regina

    Regina, Canada

    12 h-index

    28 publications

    1.8K citations

  3. North China Electric Power University

    Beijing, China

    12 h-index

    29 publications

    824 citations

  4. Hunan University

    Changsha, China

    8 h-index

    19 publications

    999 citations

  5. University College London

    London, United Kingdom

    7 h-index

    14 publications

    362 citations

  6. Beijing Normal University

    Beijing, China

    6 h-index

    16 publications

    1.6K citations

  7. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    12 publications

    628 citations

  8. Delft University of Technology

    Delft, The Netherlands

    5 h-index

    10 publications

    1.3K citations

1–8 of 330

Venues

  1. Industrial & Engineering Chemistry Research

    8 publications · 368 citations

    8

    h-index

  2. Computers & Chemical Engineering

    8 publications · 480 citations

    8

    h-index

  3. Engineering Optimization

    7 publications · 179 citations

    7

    h-index

  4. Energy

    7 publications · 245 citations

    7

    h-index

  5. AIChE Journal

    5 publications · 168 citations

    5

    h-index

1–5