Concepedia

Multiobjective Differential Evolution

Multiobjective Differential Evolution is a population-based evolutionary optimization algorithm that extends the differential evolution framework to simultaneously optimize multiple conflicting objectives by employing nondominated sorting and diversity preservation mechanisms to approximate the Pareto optimal front.

627

Publications

37.6K

Citations

1.7K

Authors

672

Institutions

Publications per year

2017–2026

275

Variants

Mode

Parents

Publications

627

Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II

Hui Li, Qingfu Zhang · IEEE Transactions on Evolutionary Computation · 2008 · 2.5K citations

, , +16

Recent advances in differential evolution – An updated survey

Swagatam Das, Sankha Subhra Mullick, Ponnuthurai Nagaratnam Suganthan · Swarm and Evolutionary Computation · 2016 · 1.6K citations

, , +8

Recent advances in differential evolution: a survey and experimental analysis

Ferrante Neri, Ville Tirronen · Artificial Intelligence Review · 2009 · 924 citations

, , +11

Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

Chong Zhang, Pin Lim, A. K. Qin et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 859 citations

, , +17

Optimal sizing of PV/wind/diesel hybrid microgrid system using multi-objective self-adaptive differential evolution algorithm

Makbul A.M. Ramli, Houssem R. E. H. Bouchekara, Abdulsalam S. Alghamdi · Renewable Energy · 2018 · 537 citations

, , +15

1–5 of 627

Authors

1.7K

  1. BQ
    Boyang Qu

    Zhongyuan University of Technology, China

    15 publications · 1.5K citations

    14

    h-index

  2. JL
    Jing Liang

    Zhengzhou University, China

    13 publications · 1.3K citations

    12

    h-index

  3. DM
    Dan M. Ionel

    University of Kentucky, United States

    10 publications · 457 citations

    10

    h-index

  4. BV
    B. V. Babu

    Birla Institute of Technology and Science, Pilani, India

    10 publications · 654 citations

    10

    h-index

  5. PN
    Ponnuthurai Nagaratnam Suganthan

    Nanyang Technological University, Singapore

    10 publications · 2.2K citations

    10

    h-index

1–5 of 1.7K

Institutions

672

  1. Huazhong University of Science and Technology

    Wuhan, China

    15 h-index

    55 publications

    3K citations

  2. Jadavpur University

    Kolkata, India

    14 h-index

    34 publications

    2.3K citations

  3. Zhengzhou University

    Zhengzhou, China

    14 h-index

    50 publications

    5.1K citations

  4. Northeastern University

    Shenyang, China

    14 h-index

    37 publications

    1.9K citations

  5. Nanyang Technological University

    Singapore, Singapore

    12 h-index

    22 publications

    2.9K citations

  6. China University of Geosciences

    Wuhan, China

    12 h-index

    36 publications

    1.8K citations

  7. Zhongyuan University of Technology

    Zhengzhou, China

    11 h-index

    23 publications

    2.7K citations

  8. Birla Institute of Technology and Science, Pilani

    Pilāni, India

    10 h-index

    20 publications

    1.5K citations

1–8 of 672

Venues

  1. Applied Soft Computing

    35 publications · 2.3K citations

    25

    h-index

  2. Information Sciences

    20 publications · 1.1K citations

    18

    h-index

  3. 16

    h-index

  4. Swarm and Evolutionary Computation

    19 publications · 2.7K citations

    16

    h-index

  5. Expert Systems with Applications

    14 publications · 1.2K citations

    13

    h-index

1–5