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A new DNA-based model for finite field arithmetic.

Iván Jirón1, Susana Soto1, Sabrina Marín2

  • 1Departamento de Matemáticas, Universidad Católica del Norte, Antofagasta, Chile.

Heliyon
|January 1, 2020
PubMed
Summary

This study introduces a novel DNA-based model for performing arithmetic operations over Galois Fields (GF(2^n)). This molecular computing approach offers parallel processing, enhanced accuracy, and simpler implementation compared to existing models.

Keywords:
Applied mathematicsBioinformaticsDNA computingFinite fieldsGalois fieldsGel electrophoresisMolecular computing technologiesPolymerase chain reaction (PCR)

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Area of Science:

  • Molecular Computing
  • Computational Mathematics
  • Biotechnology

Background:

  • Galois Fields (GF(2^n)) are crucial mathematical structures in cryptography and error-correcting codes.
  • Existing DNA-based models for GF(2^n) arithmetic face limitations in parallelism, error-proneness, and implementation complexity.

Purpose of the Study:

  • To propose a novel, efficient, and robust DNA-based model for arithmetic operations over Galois Fields (GF(2^n)).
  • To demonstrate the practical applicability and advantages of this new molecular computing model.

Main Methods:

  • Development of a DNA-based model utilizing Polymerase Chain Reaction (PCR) amplification and gel electrophoresis.
  • Focus on DNA double-strand fragment size for encoding numerical values.
  • Experimental validation of arithmetic calculations (addition and multiplication) over GF(2^n).

Main Results:

  • The proposed model enables parallel arithmetic calculations over GF(2^n), overcoming limitations of previous models.
  • The model exhibits reduced error rates due to reliance on established molecular techniques (PCR, gel electrophoresis).
  • Achieved execution times of O(n) for addition and O(n^2) for multiplication over GF(2^n).

Conclusions:

  • The novel DNA-based model provides a flexible, accurate, and simple approach for molecular arithmetic over Galois Fields.
  • Experimental evidence validates the technical feasibility and efficiency of this model for cryptographic and coding theory applications.