Figurative approach to the quantitative evaluation of the value of information

Authors

  • V.M. Zaiats University of Technology and Science, Bydgoszcz, Poland
  • M.M. Zaiats National University “Lviv Polytechnic”

DOI:

https://doi.org/10.15407/dopovidi2018.06.032

Keywords:

algorithm, information quantity, information theory, information value, pattern recognition, probability

Abstract

On the basis of the theory of pattern recognition, a new approach is proposed that allows one to quantify the value of information. Different approaches to the determination and calculation of basic concepts of information theory are considered, in particular, the amount of information and evaluation of its value, based on statistical considerations (the classical approach), the theory of algorithms (algorithmic approach), and the theory of pattern recognition (figurative approach). Their analysis is carried out, and the limits of their use and the fields of effective application are marked.

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References

Brillouin, L. (1960). Science and Information Theory. Moscow: Gosizdat (in Russian).

Hartley, R. V. (1959). Information Theory and its Applications. Moscow: Fismatgiz (in Russian).

Shannon, K. (1963). The Works on the Theory of Information and Cybernetics. Moscow (in Russian).

Kolmogorov, A. N. (1965). The Three Approach to the Definition of the Concept of "amount of information." Problems of Information Transfer. 1. Iss. 1, pp. 63-67 (in Russian).

Kharkevich, A. A. (1960). About the value of information. Problems of cybernetics. Iss. 4, pp. 53-57.

Partiko, Z. V. (2001). The figurative concept of information theory. Lviv: LNU im. I. Franko. 98 p. (in Ukrainian).

Zayats, V. M. & Zayats, M. M. (2016). Logical and functional programming. Tutorial. Kamyanets-Podilsky: Ruta (in Ukrainian).

Erich, Gamma, Richard, Helm, Ralih, Johnson & John, Vlissides. (2012). Wzorce projektowe (in Poland).

Zaiats, V. M. & Rybitskay, O. M (2013). The hidden possibilities of mathematics for the statistical processing of information. Materials Int. Sci. Technical Conf. “System Analysis and Information Technologies” (SAIT-2013), May 27-31, 2013, NTUU “KPI”. Kiev (in Ukrainian).

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Published

15.05.2024

How to Cite

Zaiats, V., & Zaiats, M. (2024). Figurative approach to the quantitative evaluation of the value of information . Reports of the National Academy of Sciences of Ukraine, (6), 32–39. https://doi.org/10.15407/dopovidi2018.06.032

Issue

No. 6 (2018): Reports of the National Academy of Sciences of Ukraine

Section

Information Science and Cybernetics

License

Copyright (c) 2024 Reports of the National Academy of Sciences of Ukraine

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