Bangla Keyboard Layout Optimization
Optimizing Bangla keyboard layout using Ant Colony Optimization for ergonomic comfort and efficiency.
Overview
Using Ant Colony Optimization algorithm, proposed a better keyboard layout for the Bangla language satisfying the most popular ergonomic criteria, resulting in a layout that ensures comfort, easy learning, and health-wise benefits.
Results
- Produced a theoretically state-of-the-art Bangla keyboard layout
- Optimized across multiple ergonomic dimensions
- Outperformed existing layouts in practice
Tech Stack
Python Pandas scikit-learn NumPy Matplotlib Seaborn
Supervised by: Dr. Swakkhar Shatabda, Associate Professor, United International University