Concepedia

Human-in-the-loop Design Optimization

Human-In-The-Loop Design Optimization is a coevolutionary design methodology that integrates human judgment and decision-making as an active, iterative component within computational optimization processes to guide solution search and adaptation.

20

Publications

838

Citations

65

Authors

32

Institutions

Publications per year

2017–2026

14

Parents

Publications

20

'Body-in-the-Loop' Optimization of Assistive Robotic Devices: A Validation Study

Jeffrey R. Koller, Deanna H. Gates, Daniel P. Ferris et al. · 2016 · 112 citations · Full text

, , +16

Low-energy design: combining computer-based optimisation and human judgement

David Coley, Stefan Schukat · Building and Environment · 2002 · 111 citations

, , +10

Comparing optimized exoskeleton assistance of the hip, knee, and ankle in single and multi-joint configurations

Patrick W. Franks, Gwendolyn M. Bryan, Russell Martin et al. · Wearable Technologies · 2021 · 110 citations · Full text

, , +16

Sequential gallery for interactive visual design optimization

Yuki Koyama, Issei Sato, Masataka Goto · ACM Transactions on Graphics · 2020 · 84 citations · Full text

, , +12

NEXTorch: A Design and Bayesian Optimization Toolkit for Chemical Sciences and Engineering

Yifan Wang, Tai-Ying Chen, Dionisios G. Vlachos · Journal of Chemical Information and Modeling · 2021 · 76 citations · Full text

, , +17

1–5 of 20

Authors

65

  1. SH
    Steven H. Collins

    Stanford University, United States

    5 publications · 253 citations

    5

    h-index

  2. PW
    Patrick W. Franks

    Stanford University, United States

    3 publications · 171 citations

    3

    h-index

  3. RR
    Ricardo Reyes

    Stanford University, United States

    3 publications · 171 citations

    3

    h-index

  4. GM
    Gwendolyn M. Bryan

    Stanford University, United States

    3 publications · 171 citations

    3

    h-index

  5. JC
    Jonathan Cagan

    Carnegie Mellon University, United States

    2 publications · 25 citations

    2

    h-index

1–5 of 65

Institutions

32

  1. Stanford University

    Stanford, United States

    5 h-index

    21 publications

    1.2K citations

  2. University of Pittsburgh

    Pittsburgh, United States

    2 h-index

    2 publications

    25 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    6 publications

    75 citations

  4. Wilfrid Laurier University

    Waterloo, Canada

    1 h-index

    1 publications

    14 citations

  5. The University of Tokyo

    Tokyo, Japan

    1 h-index

    1 publications

    84 citations

  6. Universidad Diego Portales

    Santiago, Chile

    1 h-index

    1 publications

    11 citations

  7. Oregon State University

    Corvallis, United States

    1 h-index

    4 publications

    144 citations

  8. National Institute of Advanced Industrial Science and Technology

    Tsukuba, Japan

    1 h-index

    2 publications

    168 citations

1–8 of 32

Venues

  1. Building and Environment

    1 publications · 111 citations

    1

    h-index

  2. Wearable Technologies

    1 publications · 110 citations

    1

    h-index

  3. Applied Ergonomics

    1 publications · 14 citations

    1

    h-index

  4. ACM Transactions on Graphics

    TOG · 1 publications · 84 citations

    1

    h-index

  5. Royal Society Open Science

    1 publications · 51 citations

    1

    h-index

1–5