bluuebunny/crossref_metadata_2025_split huggingface dataset:
Neural networks playing ‘matching pennies’ with each other: reproducibility of game dynamics
Authors: Dolgova T , Bartsev S 
Published: June 2019

Abstract
Reflection is an essential feature of consciousness and possibly the single most important one. This fact allows us to simplify the objective of the concept of ‘neural correlates of consciousness’ and to focus investigations on reflection itself. Reflexive games are the concentrated and pure embodiment of reflection manifestation without the addition of other higher cognitive functions. In this paper, we use the game ‘matching pennies’ (“Odd-Even”) in order to trace the strategies and possible patterns of recurrent neural network operation. Experimental results show the splitting of all considered game patterns into two groups. A significant difference was observed in these groups of patterns, indicating a qualitative difference in game dynamics apparently due to the qualitatively different dynamic patterns of neuron excitations of the networks. A similar splitting of all players into two groups was found by other authors for human players, which differ in terms of the reflection availability. By this, we can assume that one of the causes of the splitting is that the presence of reflection in a particular group of recurrent neural networks dramatically changes the game meta-strategy.
Methods of business processes competitiveness increasing of the rocket and space industry enterprise
Authors: Kukartsev A V , Boyko A A , Kukartsev V V , Tynchenko V S , Bukhtoyarov V V , Tynchenko S V 
Published: June 2019

Abstract
This article observes problems of the branches of the Russian defense industry complex. The short comparative analysis of scientific approaches and applied methods of management of innovative business processes of the enterprise of the rocket and space industry is carried out. Features and area of assignment of a system method of management and enhancement of innovative business processes of the enterprise and the method based on “end-to-end” business processes are provided. Need of transition from functional approach to enterprise management, widespread in the last century, to process-based management is proved. The algorithm for increasing the competitiveness of business processes of an enterprise of rocket and space industry is considered in the article. It allows to consider the nature and conditions of implementation of innovative activities and provide not only the effective use of limited resources, but also the sustainable development of the rocket and space industry enterprise and an industry in general, allowing to successfully solve problems of increase in defense capability of the state. The need of control technique development by innovative business processes of the rocket and space industry enterprise, necessary for increase in their competitiveness, is proved.
The synthesis of the algorithms for adaptive control by nonlinear dynamic objects on the basis of the neural network
Authors: Bolnokin V E , Mutin D I , Mutina E I , Storozhev S V 
Published: June 2019

Abstract
The present work is devoted to a problem of Synthesis of the algorithms for adaptive control by nonlinear dynamic objects with the incomplete mathematical description. The method of synthesis adaptive neural networks is considered on the basis of application of some positions of a method of analytical designing. The law of adaptation is defined on a condition of maintenance of stability of the closed system with the help of the second method of Lyapunov. The resulting control systems can operate in uncertain conditions caused by external and internal disturbances. The designed parameter adaptation law of the controllers admits simple implementation, thereby facilitating the on-line adaptation process.
Specifics of the tasks by adjusting the parameters of the logical data analysis method
Authors: Kuzmich R I , Vinogradova A I 
Published: June 2019

Abstract
One of the advantages of the data analysis method is the ability to take into account the specifics of the problem. When this advantage is realized in practice, the method parameters are adjusted to a specific task. The more parameters a method needs to be configured, the greater is the possible number of implementations. However, in this case it becomes more difficult to configure this method for a specific task. Note also that the correct setting of the method parameters allows you to find a compromise between the criteria set by the customer to the results of the method. The paper presents the possibility of adjusting the parameters of the method of logical data analysis in order to take into account the specifics of the problem being solved, and adjusts the parameters of the method in solving the problem of controlling the landing of a spacecraft.
Analysis of characteristics of the local search method in the process of solving the knapsack optimization problem in the decision support systems
Authors: Rahman P A , Bolnokin V E 
Published: June 2019

Abstract
This scientific paper deals with the knapsack optimization task and solving method based on the local search in the boolean space. The obtained by the author analytical formulas for assessment of the upper bound for the amount of enumeration of points in the boolean space and lower bound for the quality of suboptimal solutions in the process of solving the knapsack optimization problem by the local search method are also discussed. Finally, the results of experimental research of the amount of enumeration of points in the boolean space and quality of suboptimal solutions for the different initial conditions of the knapsack optimization task, which confirmed the analytical formulas, are also given.
Multimode control for optomechanical scanners with elastic links
Authors: Vyskub V G , Mutina E I , Storozhev V I 
Published: June 2019

Abstract
The paper deals with the issues of control for optomechanical scanners with elastic links. Restrictions of various control laws in the solution of problems of stabilization, positioning, program movement are resulted. The expediency of using multi-mode control to improve the quality of optical scanning is shown.
Modelling of the technological process of multiple filtering suspensions with multi-layered filter
Authors: Ravshanov N , Saidov U M , Mutin D I 
Published: June 2019

Abstract
Although a technological process of filtration with multi-layered filters is well-known in industry (purification of such liquid solutions as spinning solutions, liquid fuels, drinking liquids, pharmaceuticals, etc.), very few studies have systematically quantified its mechanism, and even less have characterized the affect of its parameters on operating costs and the quality of the final product. In this study, there was developed a mathematical model of multiple filtration of suspensions with multi-layered filter, a computational algorithm for solving the problem as well as software for carrying out computational experiments. The developed mathematical software allows to carry out many-sided study and forecast the technological process of filtration in order to make appropriate management decisions.
Credit rating of natural person by expert knowledge compilation in logic basis of neural networks
Authors: Rzayev R R , Aliyev A A , Kravets O Ja 
Published: June 2019

Abstract
The paper discusses the combined use of expert systems and neural network to evaluation the solvency of natural person. Corresponding comprehensive approach to individual credit rating is proposed by compilation of the expert and/or heuristic knowledge about the estimates of the solvency of potential borrowers under uncertainty. Obtained expert estimates of the current solvency of individuals are based on the preliminary expert estimate of influence factors for their ranking and the weights of their relative influence. Adequate translation of the external knowledge relative to weighted summary estimates of natural person solvency in effective internal knowledge is compiled in the logical basis of a multi-layer feedforward neural network.
Comparative modelling analysis in the applications of parametric and nonparametric approaches
Authors: Denisov M A , Ikonnikov O A , Ezhemanskaya S N , Korpacheva L N 
Published: June 2019

Abstract
The paper considers the problem of estimating a sample that contains data characterizing one-room apartments in Krasnoyarsk. Two approaches are described: parametric and nonparametric. A linear regression model is used as a parametric structure. Nonparametric methods are implemented using the Nadaraya-Watson kernel estimate. The obtained results are compared as a result of which a conclusion is formulated about which model better approximates the original sample.
Influence of technologies on LNG market development
Authors: Danilov Roman , Arabyan Marina , Usov Dmitriy 
Published: June 2019

Abstract
The article is devoted to the issues of influence of liquid natural gas (LNG) technologies on transformation of LNG market. The relevance of the article is determined by several factors: growth in demand of LNG, development of gas liquefaction technologies, necessity of CO2 emissions reduction and diversification of gas supply. All these factors contribute to development of gas liquefaction technologies and regasification LNG and also to assuming importance of companies that provide such technologies. Consequently, the article reveals competitive position which means possession of technologies but not only fossil fuels. The article presents evolution of technologies of gas liquefaction. In addition, the article shows advantages of LNG in comparison to other energy sources. Also in the article the analysis of the LNG service market is conducted. The article reveals advantages and disadvantages of the companies that offer services on researching gas fields, industry engineering and gas supply. Moreover, the article presents advantages and disadvantages of gas liquefaction methods. What is more, the article highlights the importance of not only gas liquefaction but also of transportation, storage and regasification of LNG. Furthermore, the article reveals consequences of LNG technologies development for energy field. The article concludes importance of technologies on LNG market and presents trends in LNG market development.
Formation of a mechanism to ensure the stability of the electric power complex
Authors: Gibadullin A A , Pulyaeva V N , Kharitonova E N , Erygin Yu V , Kharitonova N A 
Published: June 2019

Abstract
The paper deals with issues of stable functioning and development of the electric power complex of the Russian Federation. The analysis carried out in the study revealed a number of factors that adversely affect the electric power complex, including the creation of completely new conditions for the functioning of electric power companies, the formation of competition and the electric power market, an increase in equipment service life and a fall in the financial stability of the electric power complex. It was found in the work that such changes occur not only the first year, but over a long period of time, the analyzed indicators do not improve, but, on the contrary, they are worsened in terms of qualitative and quantitative indicators. It was substantiated in the work that the solution of emerging problems is possible through the merger of energy companies, making it possible to reduce the use of inefficient and wasteful energy, improve the financial situation and monitor all business processes involved in the production of the energy company. Creating a unified corporate integrated structure will increase the investment attractiveness of the industry and concentrate financial resources on the most popular and highly efficient projects. In conclusion, the study presents the main findings and results of the work.
The development of the logistics system of the electric power complex
Authors: Pulyaeva V N , Zlotnikova G K , Gibadullin A A , Romanova Ju A , Yuryeva A A 
Published: June 2019

Abstract
The article is devoted to the development of the logistics system of the electric power complex of the Russian Federation. The study analyzed the electric power potential, namely, the estimated capacity utilization, the availability of interstate power lines and the level of competitiveness of Russian electricity. As a result of the analysis, it was revealed that about 80 GW of production capacity is not used, interstate power lines allow transmitting tens of thousands of billions of kilowatt-hours, and the cost of electrical energy is much lower than in other states. Further, the work presented the development mechanisms of the logistics system of the electric power complex, which consist in the need to break down territories by the level of capacity utilization, determine the pace of development of territories, plan consumption and production of electric energy and determine the possibility of using existing electrical networks or building new intergovernmental transmission lines. At the end of the article, the main conclusions of the study are made.
Information system UML-model development by OMG RUP technology for Food industry enterprises
Authors: Blagodatsky G A , Vologdin S V , Gorokhov M M , Dokuchaev D E 
Published: June 2019

Abstract
An important element in planning the development of computerized control systems is a systematic study of the subject area. Such modeling used to solve the problem of “software development crisis” - to assess the scale of the system, and the necessary means for its implementation. The paper presents the UML-model of the classes of a food industry enterprise using the example of a bakery. The enterprise actually works by the JIT system way. Therefore, during automation, one must take into account that the main process is strongly associated with the results of auxiliary processes. Based on use-case diagrams, a UML - model of classes for production has been developed. An approach is proposed to solve the problem of designing the structure of an information system based on the UML - classes model of the subject area. The RUP approach to the development of the model of an information system for managing auxiliary business processes of an industrial enterprise was implemented. As a result of the research it was revealed that the data structure will consist of 3 main sections providing information needs of production, management and delivery of finished products to implementation points. The high complexity of the information system’s database is indicated; because of the minimum number of basic classes of domain entities that group tables according to «1- to - n» - connections is not less than 15.
Using neural network models in the quality management system for the software defect prediction
Authors: Danilov A D , Samotsvet D A , Mugatina V M 
Published: June 2019

Abstract
Reasonable distribution of resources for regression testing execution of software is considered to be the most important task. Finding the best solution for it may significantly reduce expenses on the whole system development. Neural network model may be used for testing management, as it has fault-prediction ability in each program module. Code parameters are independent variables and presence of errors is a dependent value in such model. Neural network can learn on real data – real testing product. Testing results received from different environment may be integrated easily in the knowledge base. This allows neural network to learn during each testing iteration. The module that potentially contains an error is tested at the first place and more thoroughly. Presented method may predict testing results and distribute resources accordingly.
Fuzzy evaluation of the technical re-equipment project efficiency
Authors: Mutovkina N Yu , Sergeev M Yu 
Published: June 2019

Abstract
The article describes the computer implementation of an objective assessment and selection of the best project for the technical re-equipment of an industrial enterprise. Based on the opinions of experts, it is established that the efficiency of the technical re-equipment project is an integral indicator consisting of four aggregated characteristics: economic efficiency, technical and technological efficiency, social efficiency and environmental efficiency. Each of these characteristics consists of individual indicators, expressed in different units of measurement. Different perceptions by individuals of the importance of each of these indicators, as well as a wide variation in understanding how an effective technical re-equipment project should look, make the development of such an appraisal model relevant. The model of estimation is based on the ideas of the theory of fuzzy logic and fuzzy sets. The model is developed in the Fuzzy Logic Toolbox package of the MATLAB software environment.
The visualization system of patrol squad coordinates with a voice user interface
Authors: Medvedev M S , Schukov S V 
Published: June 2019

Abstract
The relevance of the topic is down to the need of developing a remote control system for operational groups of security companies with support for radio data speech recognition and location visualization. The developed system solves the problem of displaying information about the sectors of the orders on a map, which allows the operator (dispatcher) to visually monitor the situation in the given sector and ensures quick change of operators, eliminating errors under the influence of the human factor. For the convenience of managing the system, the voice command input subsystem was implemented and integrated.
Using the set-theoretic approach to formalize the concept of address
Authors: Rudakova G M , Gladkov S L , Korchevskaya O V 
Published: June 2019

Abstract
The paper deals with the problem of using the address as an identifier for the location of the property. A formal description of the common notion of “Address” (building address, citizen registration address, etc.) has been introduced, which can be used in information systems and geo-referencing algorithms. In the article, the address is analyzed as a set of values of details. A formal definition of address is formulated in the space of attribute values. The formal semantics of the introduced concept is presented. The principles are formulated, allowing to use the address as an identifier of objects in databases. The source materials for the article are federal and regional regulations.
Research of accuracy characteristics of measurement of coordinates in the ground-based radionavigation system based on pseudosatellites
Authors: Gladyshev A B , Dmitriev D D , Ratuschnyak V N , Golubyatnikov M A , Kartsan I N , Tsarev R Yu 
Published: June 2019

Abstract
The issues of measurement accuracy of coordinates in the short-range navigation system based on pseudosatellites are considered in the article. The analysis of the errors components the of measurement of radio-navigation parameters is given, the values of the geometrical factor are calculated for various options of system constructing
Evaluation of damage to objects of critical information infrastructure under the influence of destructive electromagnetic radiation based on hierarchical rank approach
Authors: Dvilyanskiy Alexey A , Rytov Mikhail Y 
Published: June 2019

Abstract
In article is presented hierarchical rank an approach to assessing damage to objects of critical information infrastructure under the impact of destructive electromagnetic radiations, providing formalisationt the specified objects and the account of their criticality with use of the conceptual scheme within the limits of expert system, and also distribution of influences of the opponent, with their subsequent classification as destructive electromagnetic attacks. One of the main tasks for the objects of CII facilities that provide vital public functions is the analysis and assessment of threats and consequences from exposure of electromagnetic impulses (EMI) of artificial origin, which can be used to disorganize CII control systems, suppression of technical means of protection (TMP) of specially protected objects, as well as causing significant economic damage.
The automated networks and regional users: risk analysis of their reactions to the attacks of different destructive orientation
Authors: Eshchenko A , Ostapenko G , Bataronov I , Tolstykh N 
Published: June 2019

Abstract
In work manifestations of an information war in the context of attacks to the automated networks by means of malicious codes and destructive contents are considered. Special attention is paid to users of the social automated networks which are final subject to these attacks. In this regard, authors offer a series of analytical expressions, the considering capacities of a great number of users with a different reaction to destructive content. At sufficient community of the offered technique, the emphasis is placed on the regional aspect. In particular, it is offered by polling to investigate regional resources for the purpose of forecasting of dangerous actions of their users induced by the content of different destructive orientation. All this in total forms risk model which can form a methodical basis for decisionmaking on counteraction of the attacks of the automated networks by means of destructive content.
Determination of factors of gambling establishments on the Internet
Authors: Avetisyan Boris , Truncevski Yurii 
Published: June 2019

Abstract
With the development of information systems, the spread of gambling institutions on the Internet is progressing, which affects the specifics of the training and education of qualified specialists in the field of combating crime. Such deviations affect the control of impulsive States, as a rule, accompanied by a range of other diseases, including suicides. For many players, this kind of game - it is fun, but for a significant number of people, such activities have a number of negative social, financial and personal con-sequences, expressed in criminal justice. In order to form competent professionals in this field, namely the prevention of all the negative consequences of the gambling industry. It is necessary to correct assess the determinants and causes of the high supply of gambling in the criminal market of services. Integrate into the training process the analysis of techniques and mechanisms for the implementation of the acts of the above category. This approach of teaching the signs of crime taking into account the current realities has applied value to explain the causes of the relevant deviations and improve the quality of education in the prevention and suppression of illegal gambling.
Expert system on the mobile platform for diagnosis of faults in the work of IT-equipment
Authors: Dorrer Mikhail , Popov Anatoly , Ovsyankin Aleksey 
Published: June 2019

Abstract
The problem of increasing the efficiency of maintenance and repair is being solved by applying flexible strategies using expert systems implemented in mobile applications. An expert system is a set of programs that accumulates knowledge of specialists in a particular domain and replicates this empirical experience for consultations of less skilled professionals. Mobile application is a modern software which intended for working on tablets, smartphones and other mobile devices. This article deals with a detailed description of the work of the expert system, the rules and facts of work are formed. The output of solutions diagnosing expert system is beeing developed. The implementation of the automatic synchronization of the mobile application with the technical documentation of troubleshooting is scheduled. The improvement of the mechanism for predicting the malfunction and solution as an expert system dialogue with the user is occurred. The organization of work in offline mode in the absence of a network connection has been planned.