Concepedia

Stochastic Multiobjective Optimization

Stochastic Multiobjective Optimization is a subclass of multiobjective optimization methods wherein the objective functions, constraints, or parameters involve randomness or uncertainty, distinguishing it from deterministic approaches by explicitly incorporating probabilistic models to evaluate and optimize conflicting objectives under stochastic conditions.

188

Publications

10.7K

Citations

536

Authors

307

Institutions

Publications per year

2017–2026

73

Variants

Stochastic Multi-objective Optimization

Parents

Publications

188

Optimal Operation of Multireservoir Systems: State-of-the-Art Review

John W. Labadie · Journal of Water Resources Planning and Management · 2004 · 1.6K citations

, , +17

SMAA - Stochastic multiobjective acceptability analysis

Risto Lahdelma, Joonas Hokkanen, Pekka Salminen · European Journal of Operational Research · 1998 · 636 citations

, , +11

A Tutorial on the Performance Assessment of Stochastic Multiobjective Optimizers

Joshua Knowles, Lothar Thiele, Eckart Zitzler · Repository for Publications and Research Data (ETH Zurich) · 2006 · 414 citations · Full text

, , +10

On the Complexity of Computing the Hypervolume Indicator

Nicola Beume, Carlos M. Fonseca, Manuel López‐Ibáñez et al. · IEEE Transactions on Evolutionary Computation · 2009 · 304 citations · Full text

, , +14

Design under uncertainty of hydrocarbon biorefinery supply chains: Multiobjective stochastic programming models, decomposition algorithm, and a Comparison between CVaR and downside risk

Berhane H. Gebreslassie, Yuan Yao, Fengqi You · AIChE Journal · 2012 · 245 citations

, , +17

1–5 of 188

Authors

536

  1. FB
    Fouad Ben Abdelaziz

    NEOMA Business School, France

    4 publications · 181 citations

    4

    h-index

  2. VV
    Vahid Vahidinasab

    Shahid Beheshti University, Iran

    4 publications · 137 citations

    4

    h-index

  3. SY
    Shengxiang Yang

    De Montfort University, United Kingdom

    3 publications · 229 citations

    3

    h-index

  4. JA
    Jamshid Aghaei

    Shiraz University of Technology, Iran

    3 publications · 577 citations

    3

    h-index

  5. TN
    Taher Niknam

    Shiraz University of Technology, Iran

    3 publications · 420 citations

    3

    h-index

1–5 of 536

Institutions

307

  1. Iran University of Science and Technology

    Tehran, Iran

    5 h-index

    10 publications

    662 citations

  2. King Abdulaziz University

    Jeddah, Saudi Arabia

    4 h-index

    6 publications

    338 citations

  3. Universidad de Málaga

    Málaga, Spain

    4 h-index

    12 publications

    639 citations

  4. Hohai University

    Nanjing, China

    4 h-index

    16 publications

    677 citations

  5. Semnan University

    Semnan, Iran

    4 h-index

    5 publications

    279 citations

  6. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    6 publications

    104 citations

  7. University of Southampton

    Southampton, United Kingdom

    3 h-index

    7 publications

    261 citations

  8. Shiraz University of Technology

    Shiraz, Iran

    3 h-index

    7 publications

    1.1K citations

1–8 of 307

Venues

  1. European Journal of Operational Research

    11 publications · 1.3K citations

    11

    h-index

  2. Industrial & Engineering Chemistry Research

    7 publications · 267 citations

    7

    h-index

  3. IET Generation Transmission & Distribution

    5 publications · 270 citations

    5

    h-index

  4. IEEE Transactions on Evolutionary Computation

    4 publications · 428 citations

    4

    h-index

  5. IET Renewable Power Generation

    4 publications · 279 citations

    4

    h-index

1–5