2. Advances in Interdisciplinary Sciences

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    Integer Prime Factorization with Deep Learning
    (Vol 2 No 1 (2021): Advances in Interdisciplinary Sciences, 2021) Murat B.; Kadyrov Sh.; Tabarek R.
    Prime factor decomposition is a method that is used in number theory and in cryptography, as well. The security of the message depends on the difficulty of factorization. In other words, to hack the RSA system, factorization of N is needed, where N is a product of two prime (generally large) numbers. This paper analyzes the approaches which are already used to solve the problem, and proposes a new method which is expected to increase the efficiency of prime number factorization with the help of neural networks. The results in this paper can be used to develop and improve the security of cryptosystems.
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    The effect of quarantine measures in COVID-19
    (Advances in Interdisciplinary Sciences, 2020) Yergesh D.; Kadyrov Sh.; Orynbassar A.
    We consider deterministic SEIQR epidemic model for novel coronavirus (COVID-19). In addition to the classical SIR model, it takes into account the exposed and quarantined states. The objective of the study is to estimate epidemiological parameters for COVID-19 in the United Kingdom and understand the effect of various quarantine measures. The basic reproduction number is estimated to be 3.622. The findings suggest that weaker quarantine measures may be insufficient to fight with the disease.
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    Time Inconsistency, Inflation Expectation and Economic Growth: Application of Game Theory
    (SDU University, 2020) Assem Urazova; Bekzhan Tolybay; Hayot Berk Saydaliev
    Economic agents need the solving for decision problems occurred in the result of the impact of the decision of certain rational agent on the other agent’s reward. This is what classical game theory does. The inflation in terms of classical game theory has been suggested and analyzed. That’s why the main idea of this paper is to examine the classical Barro-Gordon game model for inflation. It gives us the clear picture of inflation expectations and time inconsistency problems in the field of macroeconomics. Time inconsistency occurs when the weak policymakers are intended to realize the high inflation rate, when the society expects for the low one. As the result, public or society decides to punish those weak policymakers. Accordingly, we are going to consider how the public’s expectations for a low inflation rate can lead to the Nash equilibrium for the time inflation in the Barro-Gordon model, which will resolve the problem of this game.