2018/01/23 by Glen Berseth, Mahyar Khayatkhoei, Berseth, Glen +10
Computer Science · Engineering · #Computational Engineering #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Finance #Human-Computer Interaction (cs.HC) #Spatial Cognition and Navigation #Urban Design and Spatial Analysis #and Science (cs.CE) #cs.CE #cs.HC
paper · pdf · doi:10.48550/arxiv.1801.08607
20 pages
arxiv created 2018/01/23 · openalex publication_date 2018/01/23 · arxiv updated 2018/01/29 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
The design of a building requires an architect to balance a wide range of constraints: aesthetic, geometric, usability, lighting, safety, etc. At the same time, there are often a multiplicity of diverse designs that can meet these constraints equally well. Architects must use their skills and artistic vision to explore these rich but highly constrained design spaces. A number of computer-aided design tools use automation to provide useful analytical data and optimal designs with respect to certain fitness criteria. However, this automation can come at the expense of a designer's creative control. We propose uDOME, a user-in-the-loop system for computer-aided design exploration that balances automation and control by efficiently exploring, analyzing, and filtering the space of environment layouts to better inform an architect's decision-making. At each design iteration, uDOME provides a set of diverse designs which satisfy user-defined constraints and optimality criteria within a user defined parameterization of the design space. The user then selects a design and performs a similar optimization with the same or different parameters and objectives. This exploration process can be repeated as many times as the designer wishes. Our user studies indicates that \DOME, with its diversity-based approach, improves the efficiency and effectiveness of even novice users with minimal training, without compromising the quality of their designs.