Generative Floor Plan
Automated floor plan generation using genetic algorithms in .NET. 85% reduction in design time, 30% space utilization improvement, 40x faster than manual drafting.
Project Summary
Revolutionary genetic algorithm solution for automated floor plan generation, exploring millions of design variations while adhering to architectural constraints and zoning regulations.
Complete Technology Stack
Every layer of technology carefully selected and integrated for optimal performance and scalability
Frontend
Backend
AI/ML
Database
Deployment
Monitoring
Business Impact & Results
Measurable outcomes that demonstrate the real-world value of this AI solution
Overall Impact
Revolutionary genetic algorithm solution for automated floor plan generation, exploring millions of design variations while adhering to architectural constraints and zoning regulations.
Technical Implementation
A deep dive into the architecture, deployment strategy, and ongoing maintenance approach
Architecture
Evolutionary computation engine with hybrid 2D representation combining raster and vector data
Deployment
Desktop application with Rhino/Grasshopper integration for seamless BIM workflow
Monitoring
Adaptive mutation rates based on population diversity and spatial partitioning optimizations
Maintenance
Parallel fitness evaluation system with automated constraint validation and CAD export pipeline
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