Computational Design & AI
Optimization

PROJECT CONTEXT
A seven-gene, three-objective run of 20 individuals over 80 generations first mapped a controller space of 2.8×10¹⁵ combinations. The final five-gene, two-objective formulation ran 30 individuals over 60 generations; all 43 Pareto-optimal solutions came from the penetration-depth-plus-DGP family.
- Year
- 2026
- Location
- Isfahan, Iran
- Role
- M.Sc. thesis — optimisation stage
- Tools
- NSGA-II, Wallacei X, Grasshopper, Ladybug
The project, in detail.
