Paper Info
Title
Interactive Diversity Optimization of Environments.
Abstract
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 designeru0027s 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 architectu0027s 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.
Year
Venue
Field
2018
arXiv: Human-Computer Interaction
Design space,Computer science,Usability,Filter (signal processing),Optimal design,Automation,Human–computer interaction,User studies,Design exploration
DocType
Volume
Citations 
Journal
abs/1801.08607
0
PageRank 
References 
Authors
0.34
13
6
Name
Order
Citations
PageRank
Glen Berseth115215.35
Mahyar Khayatkhoei271.05
M. Brandon Haworth3217.74
Muhammad Usman431677.54
Mubbasir Kapadia554658.07
Petros Faloutsos63082422.32