Concepedia

Knee Point Optimization

Knee Point Optimization is a solution selection strategy within continuous multi-criteria optimization that identifies the most preferred compromise solution by pinpointing the point of maximum marginal improvement on the Pareto front, where further gains in one objective yield diminishing returns relative to losses in others.

30

Publications

2.4K

Citations

93

Authors

55

Institutions

Publications per year

2017–2026

21

Parents

Publications

30

A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization

Xingyi Zhang, Ye Tian, Yaochu Jin · IEEE Transactions on Evolutionary Computation · 2014 · 863 citations

, , +16

Understanding knee points in bicriteria problems and their implications as preferred solution principles

Kalyanmoy Deb, Shivam Gupta · Engineering Optimization · 2011 · 286 citations

, , +16

Knee Point-Based Imbalanced Transfer Learning for Dynamic Multiobjective Optimization

Min Jiang, Zhenzhong Wang, Haokai Hong et al. · IEEE Transactions on Evolutionary Computation · 2020 · 227 citations

, , +12

A knee-guided prediction approach for dynamic multi-objective optimization

Fei Zou, Gary G. Yen, Lixin Tang · Information Sciences · 2019 · 96 citations

, , +14

Searching for knee regions of the Pareto front using mobile reference points

Slim Bechikh, Lamjed Ben Saïd, Khaled Ghédira · Soft Computing · 2011 · 90 citations

, , +6

1–5 of 30

Authors

93

  1. YJ
    Yaochu Jin

    University of Surrey, United Kingdom

    4 publications · 1K citations

    4

    h-index

  2. GG
    Gary G. Yen

    Oklahoma State University, United States

    2 publications · 323 citations

    2

    h-index

  3. GD
    Gaurav Dhiman

    Graphic Era University, India

    2 publications · 54 citations

    2

    h-index

  4. MO
    Markus Olhofer

    Honda (Germany), Germany

    2 publications · 96 citations

    2

    h-index

  5. CH
    C. Hsein Juang

    Clemson University, United States

    2 publications · 73 citations

    2

    h-index

1–5 of 93

Institutions

55

  1. University of Surrey

    Guildford, United Kingdom

    4 h-index

    6 publications

    1.1K citations

  2. Taiyuan University of Science and Technology

    Taiyuan, China

    2 h-index

    8 publications

    292 citations

  3. Oklahoma State University

    Stillwater, United States

    2 h-index

    2 publications

    323 citations

  4. Sri Guru Granth Sahib World University

    Fatehgarh Chūriān, India

    2 h-index

    2 publications

    54 citations

  5. Anhui University

    Hefei, China

    2 h-index

    7 publications

    1.8K citations

  6. Dalian University of Technology

    Dalian, China

    2 h-index

    6 publications

    294 citations

  7. Shandong Institute of Automation

    Jinan, China

    2 h-index

    2 publications

    66 citations

  8. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    66 citations

1–8 of 55

Venues

  1. IEEE Transactions on Evolutionary Computation

    2 publications · 1.1K citations

    2

    h-index

  2. International Journal of Vehicle Design

    IJVD · 2 publications · 54 citations

    2

    h-index

  3. IEEE Transactions on Industrial Informatics

    1 publications · 47 citations

    1

    h-index

  4. 1

    h-index

  5. Complexity

    1 publications · 30 citations

    1

    h-index

1–5