Concepedia

Adaptive Niching

Adaptive Niching is a dynamic optimization strategy within evolutionary computation that maintains population diversity by automatically adjusting niche formation parameters in response to the search landscape, thereby balancing exploration and exploitation without predefined niching specifications.

42

Publications

2.8K

Citations

108

Authors

58

Institutions

Publications per year

2017–2026

15

Parents

Publications

42

A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization

Ye Tian, Ran Cheng, Xingyi Zhang et al. · IEEE Transactions on Evolutionary Computation · 2018 · 378 citations

, , +14

Adaptive Multimodal Continuous Ant Colony Optimization

Qiang Yang, Wei–Neng Chen, Zhengtao Yu et al. · IEEE Transactions on Evolutionary Computation · 2016 · 323 citations · Full text

, , +16

Benchmark Functions for CEC'2013 Special Session and Competition on Niching Methods for Multimodal Function Optimization'

Xiaodong Li, Andries P. Engelbrecht, Michael G. Epitropakis · 2013 · 290 citations

, , +13

Multimodal Estimation of Distribution Algorithms

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

, , +16

ASCHEA: new results using adaptive segregational constraint handling

Sana Ben Hamida, Marc Schoenauer · 2003 · 183 citations

, , +16

1–5 of 42

Authors

108

  1. WS
    Weiguo Sheng

    Hangzhou Normal University, China

    4 publications · 129 citations

    5

    h-index

  2. JZ
    Jun Zhang

    Sun Yat-sen University, China

    3 publications · 549 citations

    3

    h-index

  3. TB
    Thomas Bäck

    Leiden University, Netherlands

    3 publications · 142 citations

    3

    h-index

  4. SC
    Shengyong Chen

    Zhejiang University of Technology, China

    3 publications · 88 citations

    3

    h-index

  5. ZW
    Zidong Wang

    Brunel University of London, United Kingdom

    2 publications · 75 citations

    2

    h-index

1–5 of 108

Institutions

58

  1. Hangzhou Normal University

    Hangzhou, China

    4 h-index

    8 publications

    286 citations

  2. Leiden University

    Leiden, The Netherlands

    3 h-index

    7 publications

    301 citations

  3. South China University of Technology

    Guangzhou, China

    3 h-index

    8 publications

    1.4K citations

  4. Centrum Wiskunde & Informatica

    Amsterdam, The Netherlands

    2 h-index

    2 publications

    51 citations

  5. University of Glasgow

    Glasgow, United Kingdom

    2 h-index

    2 publications

    531 citations

  6. Sun Yat-sen University

    Guangzhou, China

    2 h-index

    2 publications

    531 citations

  7. Universidad de Granada

    Granada, Spain

    2 h-index

    3 publications

    64 citations

  8. Brunel University of London

    London, United Kingdom

    2 h-index

    2 publications

    75 citations

1–8 of 58

Venues

  1. Information Sciences

    3 publications · 253 citations

    3

    h-index

  2. IEEE Transactions on Evolutionary Computation

    3 publications · 728 citations

    3

    h-index

  3. Neurocomputing

    2 publications · 45 citations

    2

    h-index

  4. Proceedings of the Genetic and Evolutionary Computation Conference

    Conference · 2 publications · 51 citations

    2

    h-index

  5. IEEE Transactions on Cybernetics

    2 publications · 242 citations

    2

    h-index

1–5