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annealing-algorithm

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A report on comparing the Amino Acid similarity of the Standard Genetic Code vs Randomly generated codes to evaluate if the Standard Genetic Code could be arranged better than nature did. Conclusive result: No. However, with Stimulated Annealing, the experimental computation shows it is possible to compute a better Amino acid similarity than SGC

  • Updated Dec 3, 2025
  • R

A hybrid optimization approach for keyboard layout design that combines Genetic Algorithms and Simulated Annealing to find optimal key arrangements. The system evaluates layouts based on typing metrics such as finger travel distance, hand alternation, and common key combinations to create more ergonomic and efficient keyboard layouts.

  • Updated Dec 3, 2025
  • Jupyter Notebook

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