Concepedia

User-guided Evolutionary Search

User-Guided Evolutionary Search is an evolutionary search framework in which human users iteratively evaluate and select candidate solutions to guide the optimization process, distinguishing it from fully automated evolutionary algorithms by integrating human judgment as a central mechanism for fitness assessment and search direction.

25

Publications

683

Citations

56

Authors

36

Institutions

Publications per year

2017–2026

2

Parents

Publications

25

Genetic Programming with User-Driven Selection : Experiments on the Evolution of Algorithms for Image Enhancement

Riccardo Poli · 1997 · 85 citations

, , +16

Promoting Creative Design in Interactive Evolutionary Computation

Taras Kowaliw, Alan Dorin, Jon McCormack · IEEE Transactions on Evolutionary Computation · 2012 · 59 citations

, , +16

Evolutionary algorithms for hyperparameter optimization in machine learning for application in high energy physics

L. Tani, D.A.J. Rand, Christian Veelken et al. · The European Physical Journal C · 2021 · 56 citations · Full text

, , +17

Investigating and exploiting the bias of the weighted hypervolume to articulate user preferences

Anne Auger, Johannes Bader, Dimo Brockhoff et al. · 2009 · 49 citations · Full text

, , +16

Visual Human+Machine Learning

Ralph F. Fuchs, Jürgen Waser, M. Eduard Gröller · IEEE Transactions on Visualization and Computer Graphics · 2009 · 49 citations

, , +17

1–5 of 25

Authors

56

  1. JB
    Josh Bongard

    University of Vermont, United States

    3 publications · 54 citations

    3

    h-index

  2. GS
    Gregory S. Hornby

    Ames Research Center, United States

    3 publications · 54 citations

    3

    h-index

  3. KO
    Kenneth O. Stanley

    University of Central Florida, United States

    2 publications · 42 citations

    2

    h-index

  4. BG
    Brian G. Woolley

    U.S. Air Force Institute of Technology, United States

    2 publications · 42 citations

    2

    h-index

  5. GD
    Giorgio Davanzo

    University of Trieste, Italy

    1 publications · 46 citations

    1

    h-index

1–5 of 56

Institutions

36

  1. University of Vermont

    Burlington, United States

    3 h-index

    4 publications

    65 citations

  2. University of California, Santa Cruz

    Santa Cruz, United States

    2 h-index

    2 publications

    25 citations

  3. Ames Research Center

    Mountain View, United States

    2 h-index

    2 publications

    40 citations

  4. ETH Zurich

    Zurich, Switzerland

    2 h-index

    4 publications

    196 citations

  5. Aletheia University

    Taipei, Taiwan

    1 h-index

    1 publications

    18 citations

  6. Monash University

    Melbourne, Australia

    1 h-index

    2 publications

    118 citations

  7. UCL Australia

    Adelaide, Australia

    1 h-index

    1 publications

    10 citations

  8. China University of Mining and Technology

    Xuzhou, China

    1 h-index

    4 publications

    168 citations

1–8 of 36

Venues

  1. IEEE Transactions on Evolutionary Computation

    2 publications · 101 citations

    2

    h-index

  2. UCL Discovery (University College London)

    Repository · 1 publications · 10 citations

    1

    h-index

  3. New Generation Computing

    1 publications · 18 citations

    1

    h-index

  4. 1

    h-index

  5. ePrints Soton (University of Southampton)

    Repository · 1 publications · 14 citations

    1

    h-index

1–5