Automated Design Space Exploration

Home / Architectural Intelligence / Student Projects / Automated Design Space Exploration
PI/ Co PI/ CollaboratorSam Conrad Joyce Funding Source:  -
Start Date:  - End Date:  -

A project proposing new ways to design, it looks at the application of machine learning and optimisation to drive the investigation of design options.

Taking parametric generative systems as a starting point this project aims to identify and implement means for designers and also non-specialists to influence design by giving high-level feedback on concrete, interactively generated options.

This input is embedded in a larger “mixed-initiative” process which uses machine learning to model user preferences (both individual and collective) as well as using optimisation to produce high performance designs.