Category Theory and Theory of Evolution

Category Theory and Theory of Evolution

The genome as a program and biological evolution as a computational process are discussed from the point of view of functional programming and the application of category theory in programming. Epigenetic code is considered as an imperative superstructure over genetics (functional programming). Biol...

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Veröffentlicht in:Lobachevskii journal of mathematics 2023-06, Vol.44 (6), p.2065-2071
1. Verfasser: Kozyrev, S. V.
Format: Artikel
Sprache:eng
Schlagworte:
Algebra
Analysis
Biological evolution
Functional programming
Geometry
Machine learning
Mathematical Logic and Foundations
Mathematics
Mathematics and Statistics
Probability Theory and Stochastic Processes
Superstructures
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Zusammenfassung:The genome as a program and biological evolution as a computational process are discussed from the point of view of functional programming and the application of category theory in programming. Epigenetic code is considered as an imperative superstructure over genetics (functional programming). Biological evolution is discussed in relation to machine learning and non-deterministic computations.
ISSN:1995-0802
1818-9962
DOI:10.1134/S1995080223060252