Search Results for author:
Found 4 papers, 3 papers with code
Automated Real-World Sustainability Data Generation from Images of Buildings
When data on building features is unavailable, the task of determining how to improve that building in terms of carbon emissions becomes infeasible.
SCAPE: Searching Conceptual Architecture Prompts using Evolution
Conceptual architecture involves a highly creative exploration of novel ideas, often taken from other disciplines as architects consider radical new forms, materials, textures and colors for buildings.
T-DominO: Exploring Multiple Criteria with Quality-Diversity and the Tournament Dominance Objective
Keeping only a single balanced solution in each MAP-Elites bin maintains the visual accessibility of the archive -- a strong asset for design exploration.
COIL: Constrained Optimization in Learned Latent Space: Learning Representations for Valid Solutions
Constrained optimization problems can be difficult because their search spaces have properties not conducive to search, e. g., multimodality, discontinuities, or deception.
