Concepedia

Multiobjective Niching

Multiobjective Niching is a computational optimization strategy within evolutionary algorithms that extends conventional niching methods by simultaneously preserving multiple diverse solutions across several conflicting objectives, thereby maintaining both solution diversity in the decision space and convergence in the objective space.

22

Publications

1.6K

Citations

70

Authors

33

Institutions

Publications per year

2017–2026

6

Variants

Multi-objective Niching

Parents

Publications

22

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

MULTIOBJECTIVE DESIGN OPTIMIZATION BY AN EVOLUTIONARY ALGORITHM

Tapabrata Ray, Kang Tai, KIN CHYE SEOW · Engineering Optimization · 2001 · 289 citations

, , +13

Considerations in engineering parallel multiobjective evolutionary algorithms

David A. Van Veldhuizen, Jesse B. Zydallis, Gary B. Lamont · IEEE Transactions on Evolutionary Computation · 2003 · 261 citations

, , +15

MOMMOP: Multiobjective Optimization for Locating Multiple Optimal Solutions of Multimodal Optimization Problems

Yong Wang, Han‐Xiong Li, Gary G. Yen et al. · IEEE Transactions on Cybernetics · 2014 · 198 citations

, , +16

Multiobjective hBOA, clustering, and scalability

Martin Pelikán, Kumara Sastry, David E. Goldberg · 2005 · 98 citations

, , +16

1–5 of 22

Authors

70

  1. KS
    Kumara Sastry

    University of Illinois Urbana-Champaign, United States

    2 publications · 114 citations

    2

    h-index

  2. MP
    Martin Pelikán

    University of Illinois Urbana-Champaign, United States

    2 publications · 114 citations

    2

    h-index

  3. DE
    David E. Goldberg

    University of Illinois Urbana-Champaign, United States

    2 publications · 114 citations

    2

    h-index

  4. TB
    Thomas Baeck

    Leiden University, Netherlands

    1 publications · 26 citations

    1

    h-index

  5. EK
    E.F. Khor

    National University of Singapore, Singapore

    1 publications · 75 citations

    1

    h-index

1–5 of 70

Institutions

33

  1. TU Dortmund University

    Dortmund, Germany

    3 h-index

    5 publications

    133 citations

  2. Universidade Federal de Minas Gerais

    Belo Horizonte, Brazil

    1 h-index

    4 publications

    72 citations

  3. Leiden University

    Leiden, The Netherlands

    1 h-index

    7 publications

    182 citations

  4. U.S. Air Force Materiel Command

    Wright-Patterson Air Force Base, United States

    1 h-index

    1 publications

    261 citations

  5. Gdańsk University of Technology

    Gdansk, Poland

    1 h-index

    2 publications

    32 citations

  6. Graz University of Technology

    Graz, Austria

    1 h-index

    4 publications

    56 citations

  7. Zhengzhou University of Aeronautics

    Zhengzhou, China

    1 h-index

    1 publications

    19 citations

  8. ABB (Switzerland)

    Zurich, Switzerland

    1 h-index

    2 publications

    28 citations

1–8 of 33

Venues

  1. Swarm and Evolutionary Computation

    2 publications · 60 citations

    2

    h-index

  2. 1

    h-index

  3. IEEE Transactions on Cybernetics

    1 publications · 198 citations

    1

    h-index

  4. Memetic Computing

    1 publications · 19 citations

    1

    h-index

  5. Computers & Industrial Engineering

    1 publications · 58 citations

    1

    h-index

1–5