New Mathematical Approaches to the Problems of Algebraic Biology

The analysis of algebraic biology in its current state, as a separate independent science with its subject of study, tasks and methods for their solution, is carried out. The necessity of applying the systems approach in algebraic biology in its modern version using the categorical theory of systems and the categorical language for algebraic methods for studying DNA and its properties is shown. On this way, authors hope, in particular, to find new approaches to the creation of artificial intelligence systems and effective biotechnologies of regenerative medicine. Examples of everyday structures that are not reducible to sets are considered.

[1]  Zhengbing Hu,et al.  Determination of Structural Parameters of Multilayer Perceptron Designed to Estimate Parameters of Technical Systems , 2017 .

[2]  D.T.V. Dharmajee Rao,et al.  Winograd’s Inequality: Effectiveness for Efficient Training of Deep Neural Networks , 2018 .

[3]  Sergey V. Petoukhov The system-resonance approach in modeling genetic structures , 2016, Biosyst..

[4]  Fadi Wedyan,et al.  An Approach for the Generation of Higher Order Mutants Using Genetic Algorithms , 2018 .

[5]  S. Petoukhov Matrix genetics, part 2: the degeneracy of the genetic code and the octave algebra with two quasi-real units (the "Yin-Yang octave algebra") , 2008 .

[6]  E. Polak,et al.  System Theory , 1963 .

[7]  Sergey V. Petoukhov,et al.  Matrix Genetics and Algebraic Properties of the Multi-Level System of Genetic Alphabets , 2011 .

[8]  Norbert Wiener,et al.  Cybernetics. , 1948, Scientific American.

[9]  Samson Abramsky,et al.  Categorical quantum mechanics , 2008, 0808.1023.

[10]  Georgy K. Tolokonnikov,et al.  Convolution Polycategories and Categorical Splices for Modeling Neural Networks , 2019, Advances in Computer Science for Engineering and Education II.

[11]  C. J. Isham,et al.  A topos foundation for theories of physics: I. Formal languages for physics , 2007 .

[12]  Matthew He,et al.  Symmetrical Analysis Techniques for Genetic Systems and Bioinformatics: Advanced Patterns and Applications , 2009 .

[13]  Medhat H A Awadalla,et al.  Spiking neural network and bull genetic algorithm for active vibration control , 2018 .

[14]  Rajneesh Sharma,et al.  A Genetic Algorithm based Fractional Fuzzy PID Controller for Integer and Fractional order Systems , 2018 .

[15]  Dhananjay Kalbande,et al.  Weight Assignment Algorithms for Designing Fully Connected Neural Network , 2018 .

[16]  Elena S. Petukhova,et al.  The Genetic Coding, United-Hypercomplex Numbers and Artificial Intelligence , 2017 .