Concepedia

Multi-objective Model Optimization

Multi-Objective Model Optimization is a computational framework in hydrological modeling that simultaneously optimizes multiple conflicting objective functions—such as predictive accuracy, model simplicity, and computational efficiency—within the calibration of streamflow prediction models to identify Pareto-optimal solutions.

912

Publications

37.5K

Citations

3K

Authors

1K

Institutions

Publications per year

2017–2026

565

Parents

Publications

912

Multi-objective global optimization for hydrologic models

Patrice Ogou Yapo, Hoshin V. Gupta, Soroosh Sorooshian · Journal of Hydrology · 1998 · 936 citations · Full text

, , +14

Parameter estimation in distributed hydrological catchment modelling using automatic calibration with multiple objectives

Henrik Madsen · Advances in Water Resources · 2002 · 475 citations

, , +17

A new multi-objective stochastic model for a forward/reverse logistic network design with responsiveness and quality level

Majid Ramezani, Mahdi Bashiri, Reza Tavakkoli‐Moghaddam · Applied Mathematical Modelling · 2012 · 335 citations

, , +16

Data-driven input variable selection for rainfall–runoff modeling using binary-coded particle swarm optimization and Extreme Learning Machines

Riccardo Taormina, Kwok‐wing Chau · Journal of Hydrology · 2015 · 332 citations

, , +16

Combining a fuzzy optimal model with a genetic algorithm to solve multi-objective rainfall–runoff model calibration

Chia-Hsin Cheng, Changhai Ou, Kwok‐wing Chau · Journal of Hydrology · 2002 · 322 citations

, , +13

1–5 of 912

Authors

3K

  1. OG
    Orazio Giustolisi

    Polytechnic University of Bari, Italy

    5 publications · 480 citations

    5

    h-index

  2. JW
    Jichun Wu

    Nanjing University, China

    5 publications · 147 citations

    5

    h-index

  3. AA
    Abbas Afshar

    Iran University of Science and Technology, Iran

    5 publications · 144 citations

    5

    h-index

  4. KC
    Kwok‐wing Chau

    Hong Kong Polytechnic University, Hong Kong SAR China

    5 publications · 846 citations

    5

    h-index

  5. MR
    Mohammad Reza Nikoo

    Shiraz University, Iran

    5 publications · 158 citations

    5

    h-index

1–5 of 3K

Institutions

1K

  1. University of Tehran

    Tehran, Iran

    23 h-index

    69 publications

    2.7K citations

  2. Iran University of Science and Technology

    Tehran, Iran

    18 h-index

    39 publications

    1.5K citations

  3. Hohai University

    Nanjing, China

    16 h-index

    51 publications

    1.4K citations

  4. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    18 publications

    1.1K citations

  5. Tsinghua University

    Beijing, China

    14 h-index

    36 publications

    1.6K citations

  6. Wuhan University

    Wuhan, China

    13 h-index

    28 publications

    1.6K citations

  7. Huazhong University of Science and Technology

    Wuhan, China

    12 h-index

    40 publications

    1.2K citations

  8. North China Electric Power University

    Beijing, China

    11 h-index

    40 publications

    1.9K citations

1–8 of 1K

Venues

  1. Journal of Hydrology

    43 publications · 3.7K citations

    29

    h-index

  2. Water Resources Research

    27 publications · 2K citations

    24

    h-index

  3. Journal of Cleaner Production

    22 publications · 1.4K citations

    19

    h-index

  4. Water Resources Management

    20 publications · 674 citations

    18

    h-index

  5. Sustainability

    29 publications · 671 citations

    17

    h-index

1–5