Concepedia

Set-based Multiobjective Optimization

Set-Based Multiobjective Optimization is a multiobjective optimization paradigm that fundamentally employs sets as primitive solution structures, distinguishing itself by explicitly representing and evolving solution sets in the decision space to approximate Pareto-optimal fronts through set-based operators and convergence criteria.

89

Publications

5.6K

Citations

200

Authors

133

Institutions

Publications per year

2017–2026

16

Parents

Publications

89

A closer look at drawbacks of minimizing weighted sums of objectives for Pareto set generation in multicriteria optimization problems

Indraneel Das, J. E. Dennis · Structural and Multidisciplinary Optimization · 1997 · 1.2K citations

, , +12

A survey of recent developments in multiobjective optimization

Altannar Chinchuluun, Pãnos M. Pardalos · Annals of Operations Research · 2007 · 320 citations

, , +13

A Set-Based Genetic Algorithm for Interval Many-Objective Optimization Problems

Dunwei Gong, Jing Sun, Zhuang Miao · IEEE Transactions on Evolutionary Computation · 2016 · 263 citations

, , +15

Generating Well-Distributed Sets of Pareto Points for Engineering Design Using Physical Programming

Achille Messac, Christopher A. Mattson · Optimization and Engineering · 2002 · 220 citations

, , +16

Contingent epiderivatives and set-valued optimization

Johannes Jahn · Mathematical Methods of Operations Research · 1997 · 201 citations

, , +13

1–5 of 89

Authors

200

  1. DB
    Dimo Brockhoff

    Institut national de recherche en sciences et technologies du numérique, France

    3 publications · 323 citations

    3

    h-index

  2. TY
    T. Y. Lee

    University of Alabama, United States

    3 publications · 65 citations

    3

    h-index

  3. MM
    Margaret M. Wiecek

    Clemson University, United States

    3 publications · 91 citations

    3

    h-index

  4. WH
    Wei-Shen Hsia

    University of Alabama, United States

    3 publications · 65 citations

    3

    h-index

  5. DG
    Dunwei Gong

    China University of Mining and Technology, China

    2 publications · 282 citations

    2

    h-index

1–5 of 200

Institutions

133

  1. University of Alabama

    Tuscaloosa, United States

    3 h-index

    6 publications

    130 citations

  2. Centre Inria de l'Université de Lille

    Villeneuve-d'Ascq, France

    3 h-index

    3 publications

    323 citations

  3. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    3 h-index

    3 publications

    323 citations

  4. Institute of Mathematics

    Hanoi, Vietnam

    3 h-index

    3 publications

    40 citations

  5. University of Florida

    Gainesville, United States

    2 h-index

    4 publications

    750 citations

  6. Chongqing University

    Chongqing, China

    2 h-index

    3 publications

    32 citations

  7. Clemson University

    Clemson, United States

    2 h-index

    3 publications

    73 citations

  8. ETH Zurich

    Zurich, Switzerland

    2 h-index

    4 publications

    588 citations

1–8 of 133

Venues

  1. Journal of Optimization Theory and Applications

    11 publications · 470 citations

    10

    h-index

  2. European Journal of Operational Research

    6 publications · 232 citations

    6

    h-index

  3. Structural and Multidisciplinary Optimization

    4 publications · 1.3K citations

    4

    h-index

  4. Information Sciences

    3 publications · 113 citations

    3

    h-index

  5. IEEE Transactions on Evolutionary Computation

    3 publications · 483 citations

    3

    h-index

1–5