Concepedia

Premature Convergence

Premature Convergence is a phenomenon in population-based search within genetic algorithms wherein the population loses genetic diversity too early in the optimization process, leading to suboptimal convergence toward a local rather than global optimum.

1.3K

Publications

78.1K

Citations

3.6K

Authors

1.1K

Institutions

Publications per year

2017–2026

524

Parents

Publications

1.3K

Ant system: optimization by a colony of cooperating agents

Marco Dorigo, Vittorio Maniezzo, A. Colorni · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 1996 · 11.9K citations

, , +16

Comprehensive learning particle swarm optimizer for global optimization of multimodal functions

Jing Liang, A. K. Qin, Ponnuthurai Nagaratnam Suganthan et al. · IEEE Transactions on Evolutionary Computation · 2006 · 3.7K citations

, , +10

The irace package: Iterated racing for automatic algorithm configuration

Manuel López‐Ibáñez, Jérémie Dubois-Lacoste, Leslie Pérez Cáceres et al. · Operations Research Perspectives · 2016 · 1.7K citations · Full text

, , +11

Quantum-inspired evolutionary algorithm for a class of combinatorial optimization

Kuk-Hyun Han, Jong-Hwan Kim · IEEE Transactions on Evolutionary Computation · 2002 · 1.6K citations

, , +13

Particle Swarm Optimization: A Comprehensive Survey

Tareq M. Shami, Ayman A. El‐Saleh, Mohammed Alswaitti et al. · IEEE Access · 2022 · 1.3K citations · Full text

, , +16

1–5 of 1.3K

Authors

3.6K

  1. PN
    Ponnuthurai Nagaratnam Suganthan

    Nanyang Technological University, Singapore

    11 publications · 4.3K citations

    11

    h-index

  2. EH
    Essam H. Houssein

    Minia University, Egypt

    9 publications · 583 citations

    9

    h-index

  3. YZ
    Yongquan Zhou

    Guangxi Minzu University, China

    10 publications · 808 citations

    9

    h-index

  4. SM
    Seyedali Mirjalili

    Torrens University Australia, Australia

    9 publications · 1.8K citations

    9

    h-index

  5. LA
    Laith Abualigah

    Universiti Sains Malaysia, Malaysia

    8 publications · 427 citations

    8

    h-index

1–5 of 3.6K

Institutions

1.1K

  1. Huazhong University of Science and Technology

    Wuhan, China

    14 h-index

    37 publications

    1.9K citations

  2. Tsinghua University

    Beijing, China

    14 h-index

    38 publications

    2K citations

  3. Wuhan University

    Wuhan, China

    13 h-index

    43 publications

    2.1K citations

  4. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    28 publications

    978 citations

  5. Zhejiang University

    Hangzhou, China

    13 h-index

    33 publications

    1.2K citations

  6. Beihang University

    Beijing, China

    13 h-index

    41 publications

    1.6K citations

  7. North China Electric Power University

    Beijing, China

    12 h-index

    33 publications

    977 citations

  8. Nanyang Technological University

    Singapore, Singapore

    12 h-index

    37 publications

    17K citations

1–8 of 1.1K

Venues

  1. IEEE Access

    70 publications · 4.2K citations

    30

    h-index

  2. IEEE Transactions on Evolutionary Computation

    21 publications · 9.1K citations

    20

    h-index

  3. Mathematical Problems in Engineering

    MPE · 23 publications · 809 citations

    18

    h-index

  4. Energies

    16 publications · 725 citations

    15

    h-index

  5. Mathematics

    15 publications · 550 citations

    14

    h-index

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