Concepedia

Clustering-based Niching

Clustering-Based Niching is a niching method that employs clustering techniques to identify and maintain distinct subpopulations within an evolutionary algorithm, thereby promoting multimodal optimization by partitioning the search space according to structural similarity in solution features.

19

Publications

1.3K

Citations

57

Authors

42

Institutions

Publications per year

2017–2026

5

Parents

Publications

19

Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications

Xiaodong Li, Michael G. Epitropakis, Kalyanmoy Deb et al. · IEEE Transactions on Evolutionary Computation · 2016 · 334 citations · Full text

, , +11

Multimodal Estimation of Distribution Algorithms

Qiang Yang, Wei–Neng Chen, Yun Li et al. · IEEE Transactions on Cybernetics · 2016 · 208 citations · Full text

, , +16

Comparison of multi-modal optimization algorithms based on evolutionary algorithms

Gulshan Singh, Kalyanmoy Deb · 2006 · 175 citations

, , +16

Niching particle swarm optimizer

Zhu Qingbao · Computer Engineering and Applications Journal · 2007 · 132 citations

, , +12

Particle Swarm Optimization for Multimodal Functions: A Clustering Approach

Journal of Artificial Evolution and Applications · 2008 · 87 citations · Full text

, , +14

1–5 of 19

Authors

57

  1. DC
    Dongxia Chang

    Beijing Jiaotong University, China

    2 publications · 73 citations

    2

    h-index

  2. KD
    Kalyanmoy Deb

    Michigan State University, United States

    2 publications · 509 citations

    2

    h-index

  3. CZ
    Changwen Zheng

    Institute of Software, China

    2 publications · 73 citations

    2

    h-index

  4. YF
    Yuanjing Feng

    Zhejiang University of Technology, China

    1 publications · 16 citations

    1

    h-index

  5. XZ
    Xian‐Da Zhang

    Tsinghua University, China

    1 publications · 54 citations

    1

    h-index

1–5 of 57

Institutions

42

  1. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    73 citations

  2. Beijing Jiaotong University

    Beijing, China

    2 h-index

    4 publications

    111 citations

  3. Institute of Software

    Beijing, China

    2 h-index

    2 publications

    73 citations

  4. Universidade Federal de Juiz de Fora

    Juiz de Fora, Brazil

    1 h-index

    1 publications

    87 citations

  5. Sichuan Tourism University

    Chengdu, China

    1 h-index

    2 publications

    26 citations

  6. Sun Yat-sen University

    Guangzhou, China

    1 h-index

    1 publications

    208 citations

  7. Wuhan University

    Wuhan, China

    1 h-index

    3 publications

    54 citations

  8. University of Pisa

    Pisa, Italy

    1 h-index

    2 publications

    174 citations

1–8 of 42

Venues

  1. Pattern Recognition

    2 publications · 73 citations

    2

    h-index

  2. Information Sciences

    1 publications · 66 citations

    1

    h-index

  3. Open Mathematics

    1 publications · 15 citations

    1

    h-index

  4. Computer Engineering and Applications Journal

    1 publications · 132 citations

    1

    h-index

  5. Swarm and Evolutionary Computation

    1 publications · 39 citations

    1

    h-index

1–5