Concepedia

Agent-based Generative Design

Agent-Based Generative Design is a computational design methodology within algorithmic form generation that employs autonomous, rule-driven agents operating in a shared environment to iteratively produce and evolve complex design solutions through localized interactions and adaptive behaviors.

19

Publications

623

Citations

45

Authors

17

Institutions

Publications per year

2017–2026

11

Parents

Publications

19

Link-INVENT: generative linker design with reinforcement learning

Jeff Guo, Franziska Knuth, Christian Margreitter et al. · Digital Discovery · 2023 · 89 citations · Full text

, , +13

Learning to Design From Humans: Imitating Human Designers Through Deep Learning

Ayush Raina, Christopher McComb, Jonathan Cagan · Journal of Mechanical Design · 2019 · 89 citations · Full text

, , +11

combinFormation

Andruid Kerne, Eunyee Koh, Steven M. Smith et al. · ACM Transactions on Information Systems · 2008 · 58 citations

, , +14

Optimizing S-box generation based on the Adaptive Agent Heroes and Cowards Algorithm

Kamal Z. Zamli · Expert Systems with Applications · 2021 · 49 citations

, , +16

combinFormation

Andruid Kerne, Eunyee Koh, Blake Dworaczyk et al. · 2006 · 46 citations

, , +14

1–5 of 19

Authors

45

  1. CM
    Christopher McComb

    Carnegie Mellon University, United States

    4 publications · 130 citations

    4

    h-index

  2. AR
    Ayush Raina

    Carnegie Mellon University, United States

    4 publications · 130 citations

    4

    h-index

  3. JC
    Jonathan Cagan

    Carnegie Mellon University, United States

    4 publications · 130 citations

    4

    h-index

  4. SV
    Sebastian von Mammen

    University of Augsburg, Germany

    3 publications · 75 citations

    3

    h-index

  5. CJ
    Christian Jacob

    University of Calgary, Canada

    3 publications · 75 citations

    3

    h-index

1–5 of 45

Institutions

17

  1. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    11 publications

    300 citations

  2. University of Calgary

    Calgary, Canada

    3 h-index

    6 publications

    150 citations

  3. Pennsylvania State University

    State College, United States

    3 h-index

    4 publications

    133 citations

  4. New York University

    New York, United States

    2 h-index

    7 publications

    242 citations

  5. Texas A&M University

    College Station, United States

    2 h-index

    15 publications

    738 citations

  6. AstraZeneca (Sweden)

    Södertälje, Sweden

    2 h-index

    12 publications

    683 citations

  7. Chalmers University of Technology

    Gothenburg, Sweden

    2 h-index

    2 publications

    101 citations

  8. Norwegian University of Science and Technology

    Trondheim, Norway

    2 h-index

    2 publications

    101 citations

1–8 of 17

Venues

  1. Journal of Mechanical Design

    3 publications · 120 citations

    3

    h-index

  2. Architectural Design

    AD · 1 publications · 27 citations

    1

    h-index

  3. ChemRxiv

    Repository · 1 publications · 12 citations

    1

    h-index

  4. Proceedings of the Genetic and Evolutionary Computation Conference

    Conference · 1 publications · 30 citations

    1

    h-index

  5. Digital Discovery

    1 publications · 89 citations

    1

    h-index

1–5