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2. The energy conservation law in hydrodynamics vs the pseudo-law of alternative energy. Comment on 'Alternative energy vs pseudoscience' and the papers cited and not cited therein
- Author
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Sokolov, Igor
- Subjects
Physics - General Physics ,Physics - Fluid Dynamics - Abstract
A series of papers in the ISJAEE Journal on 'dam-free hydroelectric power station' concluded by paper: Zotyev, D. B., Alternative energy vs pseudo-science, ISJAEE. 2013. 8(130). P.131-136, is reviewed and commented. A comparison with the generally accepted energy conservation law in hydrodynamics reveals a disappointingly low scientific level of the reviewed papers (both pro- and contra- the dam-free concept), not excluding the published peer-reviewer reports. In the present version we emphasize that the ISJAEE journal published several papers, which neglect and reject the basic physical concepts, such as the Bernoulli integral, the energy conservation law in hydrodynamics, the wave function of photon and some others, with all these rejected concepts being far beyond the scientific scope of the journal. Some readers will be more concerned about the energy equation in hydrodynamics, in its theoretical form or in the Bernoulli integral form as being more traditional in technical hydromechanics. Some readers will be shocked with the statement that a photon does not possess the wave function. Overall, in this way or in that way, all readers will hardly stay unsurprised., Comment: 15 pages, in Russian. Submitted to ISJAEE
- Published
- 2013
3. IFLA General Conference, 1991. Official Opening and Plenary Session, Open Forum on IFLA's Professional Activities, Contributed Papers Session. Booklet 0.
- Author
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International Federation of Library Associations and Institutions, The Hague (Netherlands).
- Abstract
The nine papers in this booklet were presented at three sessions of the IFLA General Conference. The text of the first paper, "Presidential Address at the Opening of the IFLA Council and General Conference: Moscow 1991" (Hans-Peter Geh, President of IFLA), is provided in English, German, and Russian. The text of the second paper, "Libraries and Culture," (N. N. Gubenko, Minister of Culture of the USSR) is provided in English, French, and Russian. Six of the seven remaining papers, which include four reports on IFLA's professional activities, are presented in English: (1) "IFLA Core Programme for Universal Availability of Publications (UAP). Medium Term Programme 1992-1997" (Graham P. Cornish); (2) "The Medium-Term Programme 1992-1997 of the UBCIM Core Programme" (Marie-France Plassard); (3) "Medium Term Programme 1992-1997. Universal Dataflow and Telecommunications Core Programme" (Leigh Swain); (4) "The Medium Term Programme 1992-1997 of IFLA's Core Programme for the Advancement of Librarianship in the Third World--ALP" (Birgitta Bergdahl); (5) "Chinese Libraries for the Promotion of International Cultural Exchange and Cooperation" (Li-Yi-Ti, China); and (6) "National Identity and International Knowledge: The Library's Bridging Role" (Alan E. Smith, New Zealand). The final paper, "Aculturacion y Bibliotecas: Analisis y Propuestas de Actuacion" (J. Fuentes Romero, Spain), is presented in Spanish. (MAB)
- Published
- 1991
4. The Soviet Library System and Its Planning. Reaction Paper by Alphonse F. Trezza.
- Author
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Serov, V. V.
- Abstract
The mechanics of the Soviet library system, the availability of libraries to the citizenry, organizational components, and the development and planning principles of librarianship as they follow Leninist national policy are discussed in this paper by V.V. Serov, Head of the Main Library Directorate, USSR Ministry of Culture. A program of library system construction within the socialist state designed by V.I. Lenin stresses the role of libraries in disseminating knowledge and politically educating the working people. The Decree of the Central Committee of the Communist Party of the Soviet Union further developed the library's role and centralized the library network structure. State control ensures the availability of library services to all Soviet citizens, beginning with public libraries and extending to specialized facilities for scientific and technical professionals. The State oversees the centralized library network, providing equipment and techniques, methodological and research activities, library construction, and preparation of library staff. Problems still exist with centralized acquisition, the preparation of library personnel, and the improvement of the material and technical base of many libraries. In a comment paper, Alphonse Trezza, Executive Director of the National Commission on Libraries and Information Science, discusses library service and future planning implications in the United States as compared with the Soviet library system. (CWM)
- Published
- 1979
5. System of Training Library Workers and Improvement of Their Professional Skill in the U.S.S.R. Reaction paper by Charles D. Churchwell.
- Author
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Abramov, K. I.
- Abstract
The organization and development of the library education system in the USSR is described by K. I. Abramov of the Moscow State Institute of Culture and is summarized in a comment paper by Charles D. Churchwell, Washington University. Abramov begins by stating the philosophical basis for the existence of libraries and librarians in the USSR, and describes the indispensable roles they are expected to play in the development of a socialist society. A description of the library education system notes persons who have played prominent roles in the development of the theory and practice of librarianship in Russia, but focuses on the specific parts of the library education network. Programs and courses, and their organization, are detailed. Changes taking place in library education in Russia are reviewed and a statement of plans for continued growth and improvement of both libraries and library education is provided. Churchwell makes some comparisons between library education in the United States and the USSR. He also amplifies Abramov's presentation, raises questions regarding the system of library education, and notes possible improvements for the future. (CWM)
- Published
- 1979
6. The National Library of the USSR, Its Role in the Country's Library System. Reaction paper by Frank M. McGowan.
- Author
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Osipova, I. P.
- Abstract
An objective description of the programs and outline of the problems of the Lenin State Library are presented by I.P. Osipova of the Lenin State Library of the USSR, and a comparison between that library and the Library of Congress (LC) is presented by Frank M. McGowan. The Lenin Library serves as national library of the USSR, state repository of domestic and foreign printed materials, cultural information center, center for selected bibliography and interlibrary loan, research center in library science, and methodological and consultative center for Soviet libraries. Osipova discusses these functions in detail and notes that the library's information work deals with reference services, preparation of information sources, and the establishment of reference tools. The centralization and branch-networks of the Soviet libraries are stressed, and problems are briefly mentioned. In commenting on this paper, McGowan notes Osipova's avoidance of controversial issues and subjectively compares the Lenin Library and LC. The most significant difference is that the former is an officially designated national library, with broadly defined responsibilities, while the latter is not. The national responsibilities and services of both libraries are contrasted, and problems concerning growth of staff, space allocation, and collection development are noted. (CWM)
- Published
- 1979
7. The Role of Libraries in the Satisfaction of Information Needs of Specialists. Reaction Paper by M. S. Day.
- Author
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Kirpicheva, I. K.
- Abstract
In describing the role of Soviet libraries in the satisfaction of information needs of specialists, I.K. Kirpicheva has provided a comprehensive picture of the extensive system for the State System Scientific and Technical Information (SSSTI) in support of the accelerated development of Soviet science and technology. Information needs arising at various stages of research and in the practical realization of scientific and technological developments are classified as needs satisfied mainly through information services, through library services, or through informal channels; improvement of services to the information user is accomplished through a cooperative information network along with the utilization of library science user research. A centrally controlled, national integrated plan underlies the information network with a set of unified principles and standards covering all levels of information transfer. In a reaction paper, M.S. Day, Director of the National Technical Information Service, notes the comprehensiveness of the SSSTI plan but questions the formal structure linking and cross-linking the libraries regarding possibilities for change. In addition, Day probes different usages of formal and informal communication channels in the USSR and the United States and asks for elaboration of other problems. (CWM)
- Published
- 1979
8. Library Statistics in Management System of Library Construction in the USSR. Reaction paper by Vernon E. Palmour.
- Author
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Fenelonov, E. A.
- Abstract
The development and use of library statistics in the Soviet Union and systems of reporting are discussed in this speech by E.A. Fenelonov, Ministry of Culture of the Russian Soviet Federal Socialist Republic, and are compared with statistical development in the United States by Vernon E. Palmour of King Research, Inc. Fenelonov emphasizes the use of library statistics in evaluation, planning and forecasting of future activities. A history of statistical development begins with major attention toward measurement and evaluation of external manifestations of library developments and moves toward the forecasting approach to the problems of library business. Fenelonov stresses the centralization of library reporting and details the procedures used in the collection and processing of statistical data. The use of library statistics in management and coordination are described, and future collection and utilization methods are mentioned. An appendix lists the exponents of library statistics in different forms of library reports. Palmour briefly discusses similarities and differences in the use of library statistics in the United States and the USSR, and poses questions regarding national standards and reporting systems. (CWM)
- Published
- 1979
9. Library Service for Children in the USSR. Reaction paper by Marilyn L. Miller.
- Author
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Kobzarenko, N. S.
- Abstract
The development and management of children's libraries and library services in the USSR are discussed by N.S. Kobzarenko, State Republican Library for Children of the Ukraine, and comparisons and contrasts between that system and the U.S. system are outlined. Kobzarenko notes that library services for children, established along directives from V.I. Lenin, exist to help schools ensure educational process, to aid in the development of a child's personality and morals, and to assist parents, teachers, and educators with questions regarding children's reading. Materials are regulated through a centralized State library system which publishes books through its own publishing houses. Librarians are trained in the guidance of reading using various detailed methods and programs. The improvement of professional skills of the staff is recognized through methodical centers for research and through government standards. Marilyn Miller, from the University of North Carolina School of Library Science, points out that library services in the United States and the USSR reflect each nation's ideological, social, and economic philosophies while both are dedicated to the welfare of the children served. Objectives for public library service, programming, and collections are compared. (CWM)
- Published
- 1979
10. Regularization of linear machine learning problems
- Author
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Liu, S., Kabanikhin, S. I., and Strijhak, S. V.
- Subjects
Mathematics - Numerical Analysis - Abstract
In this paper, we consider the simplest version of a linear neural network (LNN). Assuming that for training (constructing an optimal weight matrix $Q$) we have a set of training pairs, i.e. we know the input data \begin{equation} G=\left\{g^{\left(1\right)},g^{\left(2\right)},\cdots,g^{\left(K\right)}\right\}, \end{equation} as well as the correct answers to these input data \begin{equation} H=\left\{h^{\left(1\right)},h^{\left(2\right)},\cdots,h^{\left(K\right)}\right\}. \end{equation} We will study the possibilities of constructing a weight matrix $Q$ of a neural network that will give correct answers to arbitrary input data based on the connection of the specified problem with a system of linear algebraic equations (SLAE). Consider a class of neural networks in which each neuron has only one output signal and performs linear operations. We will show how such LNEs are reduced to SLAEs. Since the questions $G$ and the correct answers $H$ are known to us, the desired weight matrix $Q$ must satisfy the equations \begin{equation} Qg^{\left(k\right)}=h^{\left(k\right)}, k=1,2,\cdots,K. \end{equation} It is required to restore $Q$. In the general case, the matrix $Q$ is rectangular $Q=Q_{MN}=\left\{q_{mn}\right\}$, $m$ is the row number, and $g^{\left(k\right)}\in\mathbb{R}^N$, $h^{\left(k\right)}\in\mathbb{R}^M$. Let $G_{NK}$ be a matrix composed of columns $g^{\left(1\right)}, g^{\left(2\right)},\cdots,g^{\left(k\right)}$, and $H_{MK}$ be a matrix composed of columns $h^{\left(1\right)},h^{\left(2\right)},\cdots,h^{\left(k\right)}$. Then, with respect to $Q_{MN}$, we obtain a matrix SLAE. \begin{equation} Q_{MN}G_{NK}=H_{MK}. \end{equation} This paper will present methods for regularizing the constructed system., Comment: in Russian language
- Published
- 2024
11. Language Universals. Papers from the Conference held at Gummersbach/Cologne, “Tübinger Beiträge zur Linguistik” No. 111 Hansjakob Seiler
- Author
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Рот, Ш.
- Published
- 1981
12. CANADIAN SLAVONIC PAPERS
- Published
- 1967
13. Stable matchings, choice functions, and linear orders
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Karzanov, Alexander V.
- Subjects
Mathematics - Combinatorics ,91C02, 91C78 - Abstract
We consider a model of stable edge sets (``matchings'') in a bipartite graph $G=(V,E)$ in which the preferences for vertices of one side (``firms'') are given via choice functions subject to standard axioms of consistence, substitutability and cardinal monotonicity, whereas the preferences for the vertices of the other side (``workers') via linear orders. For such a model, we present a combinatorial description of the structure of rotations and develop an algorithm to construct the poset of rotations, in time $O(|E|^2)$ (including oracle calls). As a consequence, one can obtain a ``compact'' affine representation of stable matchings and efficiently solve some related problems. (The paper is written in Russian.), Comment: 28 pages, in Russian language
- Published
- 2024
14. Lorentzian anti-de Sitter plane
- Author
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Ali, A. Z. and Sachkov, Yu. L.
- Subjects
Mathematics - Differential Geometry ,Mathematics - Metric Geometry ,Mathematics - Optimization and Control - Abstract
In this paper, we study a two-dimensional Lorentzian problem on the anti-de Sitter plane. Using methods of geometric control theory and differential geometry, it was possible to construct an orthonormal frame, calculate extremal trajectories, describe the reachable set, construct an optimal synthesis, and describe the Lorentzian distance., Comment: In Russian
- Published
- 2024
15. On accelerated coordinate descent methods for searching equilibria in two-stage transportation equilibrium traffic flow distribution model
- Author
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Iltyakov, Nikita, Obozov, Mark, Dyslevski, Igor, Yarmoshik, Demyan, Kubentayeva, Meruza, and Gasnikov, Alexander
- Subjects
Mathematics - Optimization and Control - Abstract
The search for equilibrium in a two-stage traffic flow model reduces to the solution of a special nonsmooth convex optimization problem with two groups of different variables. For numerical solution of this problem, the paper proposes to use the accelerated block-coordinate Nesterov-Stich method with a special choice of block probabilities at each iteration. Theoretical estimates of the complexity of this approach can markedly improve the estimates of previously used approaches. However, in the general case they do not guarantee faster convergence. Numerical experiments with the proposed algorithms are carried out in the paper., Comment: in Russian language
- Published
- 2023
16. Lyapunov function search method for analysis of nonlinear systems stability using genetic algorithm
- Author
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Zenkin, A. M., Peregudin, A. A., and Bobtsov, A. A.
- Subjects
Electrical Engineering and Systems Science - Systems and Control ,Computer Science - Robotics - Abstract
This paper considers a wide class of smooth continuous dynamic nonlinear systems (control objects) with a measurable vector of state. The problem is to find a special function (Lyapunov function), which in the framework of the second Lyapunov method guarantees asymptotic stability for the above described class of nonlinear systems. It is well known that the search for a Lyapunov function is the "cornerstone" of mathematical stability theory. Methods for selecting or finding the Lyapunov function to analyze the stability of closed linear stationary systems, as well as for nonlinear objects with explicit linear dynamic and nonlinear static parts, have been well studied (see works by Lurie, Yakubovich, Popov, and many others). However, universal approaches to the search for the Lyapunov function for a more general class of nonlinear systems have not yet been identified. There is a large variety of methods for finding the Lyapunov function for nonlinear systems, but they all operate within the constraints imposed on the structure of the control object. In this paper we propose another approach, which allows to give specialists in the field of automatic control theory a new tool/mechanism of Lyapunov function search for stability analysis of smooth continuous dynamic nonlinear systems with measurable state vector. The essence of proposed approach consists in representation of some function through sum of nonlinear terms, which are elements of object's state vector, multiplied by unknown coefficients, raised to positive degrees. Then the unknown coefficients are selected using genetic algorithm, which should provide the function with all necessary conditions for Lyapunov function (in the framework of the second Lyapunov method)., Comment: in Russian language
- Published
- 2023
17. Analysis of Differences between ICME catalogues and Construction of a Unified Catalogue
- Author
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Shiryaev, Anton and Kaportseva, Ksenia
- Subjects
Astrophysics - Solar and Stellar Astrophysics ,Physics - Space Physics - Abstract
Multiple magnetic and kinetic solar wind plasma parameters are used to detect coronal mass ejections (CMEs) as they travel through the heliosphere. There are various interplanetary CME (ICME) catalogues, but due to differences between their ICME identification criteria they can significantly vary. In this paper we analyze Richardson and Cane and CCMC CME Scoreboard ICME catalogues and the SRI RAS solar wind types catalogue, and propose an algorithm of merging them. A unified catalogue is constructed for 2010 to 2022. The resulting catalogue is completed with data from the OMNI database. Analysis of the unified catalogue demonstrated high accuracy when merging events present in multiple catalogues and a tendency of events defined in all three initial catalogues to demonstrate greater duration, speed and geoeffectiveness. The catalog is presented on the SINP MSU Space Weather Exchange website: https://swx.sinp.msu.ru/tools/icme_list.php, Comment: 22 pages, in Russian language, 4 figures
- Published
- 2024
18. On identities in connected topological groups
- Author
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Reznichenko, Evgenii and Zyabrev, Il'ya
- Subjects
Mathematics - General Topology ,Mathematics - Group Theory ,22A05 20E34 - Abstract
In 1957, Nemytskii proved the following fact: if in a locally compact or in an Abelian connected group there is a neighborhood of the identity in which some identity holds, then it holds in the entire group. The following question was also posed there: Let G be a connected topological group. In some neighborhood of the identity of the group G the identity $x^3=1$ holds. Is it true that then the identity $x^3=1$ holds in the entire group $G$? The same question is posed for the identity $gx^2 = x^2g$, where $g$ is a fixed element of the group. Platonov formulated the following generalized formulation of the Mytselsky problem: for a topological connected group, is it true that if the identity holds in a neighborhood of the identity, then the identity holds everywhere? In this paper, a negative answer to Platonov's question is given, the following theorem is proven: if $n > 1010$ is odd, then there exists a connected topological group in which the identity $x^n=1$ holds in some neighborhood of unity, but not in the entire group., Comment: in russian
- Published
- 2024
19. Hereditary undecidability of fragments of some elementary theories
- Author
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Karpov, Vladimir E.
- Subjects
Mathematics - Logic - Abstract
It is well known that whenever a class of structures $\mathcal{K}_1$ is interpretable in a class of structures $\mathcal{K}_2$, then the hereditary undecidability of (a fragment of) the theory of $\mathcal{K}_1$ implies the hereditary undecidability of (a suitable fragment of) the theory of $\mathcal{K}_2$. In the present paper, we construct a $\Sigma_1$-interpretation of the class of all finite bipartite graphs in the class of all pairs of equivalence relations on the same finite domain; from this we obtain the hereditary undecidability of the $\Sigma_2$-theory of the second class. Next, we construct a $\Sigma_1$-interpretation of the class of all pairs of equivalence relations on the same finite domain in the class of all pairs consisting of a linear ordering and an equivalence relation on the same finite domain; this gives us the hereditary undecidability of the $\Sigma_2$-theory of the second class. The corresponding results are, in a sense, optimal, since the $\Pi_2$-theories of the classes under consideration are decidable. Keywords: undecidability, elementary theories, prefix fragments, Comment: in Russian language
- Published
- 2024
20. Homogeneous CR-manifold in $\mathbb{C}^4$
- Author
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Zavolokin, Ilya
- Subjects
Mathematics - Complex Variables ,32V40 - Abstract
In this paper we study holomorphically homogeneous model submanifolds CR-type (1, 3) complex space $\mathbb C^4$. One finds moduli space of five-dimensional model surfaces Bloom-Graham type ((2, 1), (3, 1), (4, 1)). It is shown that there exists unique model surface of this type with property of holomorphical homogeneous, which is equivalent to tube surface $\mathcal C$ with affin homogeneous base. One describes and classifies with respect to model surfaces the orbits relative to the group of holomorhical automorphisms of $\mathcal C$, Comment: in Russian language
- Published
- 2024
21. Three-loop renormalization of the quantum action for a five-dimensional scalar cubic model with the usage of the background field method and a cutoff regularization
- Author
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Ivanov, A. V. and Kharuk, N. V.
- Subjects
High Energy Physics - Theory ,Mathematical Physics - Abstract
The paper studies the quantum action for the five-dimensional real $\phi^3$-theory in the case of a general formulation using the background field method. The three-loop renormalization is performed with the usage of a cutoff regularization in the coordinate representation. The explicit form of the first three coefficients for the renormalization constants is presented. The absence of non-local singular contributions and partial results for the fourth correction are discussed., Comment: LaTeX, 20 pages, 5 figures. Firstly appeared in Russian, April 9, 2024, see https://www.pdmi.ras.ru/preprint/2024/24-05.html
- Published
- 2024
22. On the classification of nonlinear integrable three-dimensional chains by means of characteristic Lie algebras
- Author
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Habibullin, I T and Khakimova, A R
- Subjects
Nonlinear Sciences - Exactly Solvable and Integrable Systems - Abstract
The article continues the work on the description of integrable nonlinear chains with three independent variables of the following form $u^j_{n+1,x}=u^j_{n,x}+f(u^{j+1}_{n}, u^{j}_n,u^j_{n+1 },u^{j-1}_{n+1})$ by the presence of a hierarchy of reductions integrable in the sense of Darboux, started in (1). The classification algorithm is based on the well-known fact that the characteristic algebras of Darboux integrable systems have a finite dimension. In this paper, we used the characteristic algebra in the direction $x$, whose structure for a given class of models is determined by some polynomial $P(\lambda)$, whose degree does not exceed three for known examples. The article assumes that $P(\lambda)=\lambda^2$, in this case the classification problem is reduced to finding eight unknown functions of one variable. In the paper, a rather narrow class of candidates for integrability is obtained, among which there is a new example of an integrable chain., Comment: in Russian language
- Published
- 2023
23. Synthesis of an adaptive observer of state variables for a linear stationary object in the presence of measurement noise
- Author
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Bobtsov, Alexey, Virobyev, Vladimir, Nikolaev, Nikolay, Pyrkin, Anton, and Ortega, Romeo
- Subjects
Electrical Engineering and Systems Science - Systems and Control - Abstract
The article is devoted to the problem of synthesis of observers of state variables for linear stationary objects operating under conditions of noise or disturbances in the measurement channel. The paper considers a fully observable linear stationary system with known parameters. It is assumed that the state variables are not measured, and the measured output variable contains a small amplitude (in general, modulo less than one) additive noise or disturbance. It is also assumed that there is no a priori information about the disturbance or noise in the measurement channel (for example, frequency spectrum, covariance, etc.). It is well known that a large number of methods of observer synthesis have been obtained for this type of objects, including the Kalman filter, which has proven itself in practice. Under the condition of complete observability and the presence of some a priori information about the process (which is typical for the case when a disturbance in the measurement channel can be represented as white noise), approaches based on Kalman filtering demonstrate the highest quality of convergence of estimates of state variables to true values. Without taking into account the numerous results obtained using the application of the Kalman filter, an alternative idea of constructing an observer of state variables is considered in this paper. The alternative of the new approach is primarily due to the fact that there is no need to use the usual approaches based on the Luenberger observer. The paper proposes an approach based on the evaluation of unknown parameters (in this case, an unknown vector of initial conditions of the variables of the object state) of a linear regression model., Comment: in Russian language
- Published
- 2023
24. On the determinicity of paths on substitution complexes
- Author
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Ivanov-Pogodaev, I. A.
- Subjects
Mathematics - Rings and Algebras ,Mathematics - Combinatorics ,20M05 - Abstract
The paper is devoted to the study of combinatorial determinacy properties of a family of substitution complexes consisting of quadrilaterals glued side-to-side with each other. These properties are useful in constructing algebraic structures with a finite number of defining relations. In particular, this method was used when constructing a finitely presented infinite nisemigroup satisfying the identity x^9 =0. This construction responds to the problem of L. N. Shevrin and M. V. Sapir. In this paper, we investigate the possibility of coloring the entire sequence of complexes into a finite number of colors, in which the property of weak determinism is fulfilled: if the colors of the three vertices of a certain quadrilateral are known, then the color of the fourth side is uniquely determined, except in some cases of a special arrangement of the quadrilateral., Comment: in Russian language
- Published
- 2023
25. Construction of solutions of analogs of the Schrodinger time equations corresponding to the Hamiltonian system $H^{2+2+1}$
- Author
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Pavlenko, V. A.
- Subjects
Mathematical Physics - Abstract
This paper continues a series of papers in which 2-by-2 matrix joint solutions of two scalar evolutionary equations are constructed, which are analogs of the Schrodinger time equations. These equations correspond to the Hamiltonian system $H^{2+2+1}$, being one of the representatives of the hierarchy of degenerations of the isomonodromic Garnier system. The mentioned hierarchy was described by H. Kimura in 1986. In terms of solutions of linear systems of ordinary differential equations of the method of isomnodromic deformations, the compatibility condition of which are the Hamiltonian equations of the system $H^{2+2+1}$, the constructed joint matrix solutions of analogs of the time equations of the Schrodinger equations in this paper will be written out explicitly., Comment: in Russian language
- Published
- 2023
26. SYMPOSIUM ON BETATRON CONSTRUCTION AND UTILIZATION, BUCHAREST, NOVEMBER 1962. ABSTRACTS OF THE PAPERS
- Published
- 1963
27. Emission atomic spectra. Individualized computer simulations of laboratory work
- Author
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Zaikin, Andrey and Zaikin, Artem
- Subjects
Physics - Physics Education - Abstract
This paper presents the experience of developing and utilizing computer simulations for student laboratory assignments in atomic physics, specifically focusing on emission atomic spectra. The fundamental component of each laboratory assignment is a computer simulator of a spectrograph, which displays atomic line spectra on the monitor screen. The simulator operates by converting the wavelength of radiation into an RGB triplet. Calibration of the spectrograph is conducted using the atomic spectrum of mercury. The configuration of setup parameters and experimental conditions is unique to each student conducting the laboratory assignment using the simulator. Individualized parameters, stored in Google Sheets, are transferred to the HTML template of the laboratory assignment via the Google Apps Scripts service. This individualization of simulator parameters serves to encourage students to engage in independent work., Comment: 17 pages, in Russian, 9 figures
- Published
- 2024
28. On a criterion for a cutoff regularization in the coordinate representation
- Author
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Ivanov, A. V.
- Subjects
Mathematical Physics ,High Energy Physics - Theory - Abstract
The paper discusses an applicability criterion for a cutoff regularization in the coordinate representation in the Euclidean space with a dimension larger than two. It is shown that the set of functions satisfying the criterion is not empty. As an example, an explicit function is presented. It is proved by explicit construction that there are functions satisfying the criterion in a stronger formulation., Comment: LaTeX, 8 pages, 1 figure. Firstly appeared in Russian, March 5, 2024. Compared to the Russian version, some comments and minor corrections have been added. The forgotten imaginary unit in the Fourier transform has also been restored. See https://www.pdmi.ras.ru/preprint/2024/24-04.html
- Published
- 2024
29. Modifications of the Frank-Wolfe algorithm in the problem of finding an equilibrium distribution of traffic flows
- Author
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Ignashin, Igor N. and Yarmoshik, Demyan V.
- Subjects
Mathematics - Optimization and Control - Abstract
The paper presents various modifications of the Frank-Wolfe algorithm in the equilibrium traffic assignment problem. The Beckman model is used as a model for experiments. In this article, first of all, attention is paid to the choice of the direction of the basic step of the Frank-Wolfe algorithm. Algorithms will be presented: Conjugate Frank-Wolfe (CFW), Bi -conjugate Frank-Wolfe (BFW), Fukushima Frank-Wolfe (FFW). Each modification corresponds to different approaches to the choice of this direction. Some of these modifications are described in previous works of the authors. In this article, following algorithms will be proposed: N-conjugate Frank-Wolfe (NFW), Weighted Fukushima Frank-Wolfe (WFFW). These algorithms are some ideological continuation of the BFW and FFW algorithms. Thus, if the first algorithm used at each iteration the last two directions of the previous iterations to select the next direction conjugate to them, then the proposed algorithm NFW is using more than N previous directions. In the case of Fukushima Frank-Wolfe, the average of several previous directions is taken as the next direction. According to this algorithm, a modification WFFW is proposed, which uses a exponential smoothing from previous directions. Experiments with various modifications were carried out on several datasets representing urban structures and taken from publicly available sources. The relative gap value was taken as the quality metric. The experimental results showed the advantage of algorithms using the previous directions for step selection over the classic Frank-Wolfe algorithm. In addition, an improvement in efficiency was revealed when using more than two conjugate directions. For example, on various datasets, the modification 3FW showed the best convergence. In addition, the proposed modification WFFW often overtook FFW and CFW, although performed worse than NFW., Comment: 14 pages, in Russian language, 8 figures
- Published
- 2024
30. A Continuous-Time Stochastic Model of the Fiscal Theory of the Price Level and Consistency of Its Critique
- Author
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Kofnov, Andrey
- Subjects
Economics - Theoretical Economics - Abstract
The paper tests the validity of the critique of the fiscal theory of the price level. A stochastic general equilibrium model with continuous time is constructed. An active fiscal policy and a passive monetary policy have been set. Monetary policy manages the interest rate through the Taylor rule. The stochastic default factor in the special form is introduced. A complete definite system of equations is obtained for the detection of equilibrium. It is asserted that the peculiarities of the approach to modeling are of critical importance for verifying the presence of certain hypotheses and formulating conclusions. The results of this work are in support of the fiscal theory of the price level., Comment: Master Thesis, in Russian. Supervisor: Sergey E. Pekarski
- Published
- 2024
- Full Text
- View/download PDF
31. Three-loop renormalization of the quantum action for a four-dimensional scalar model with quartic interaction with the usage of the background field method and a cutoff regularization
- Author
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Ivanov, A. V.
- Subjects
High Energy Physics - Theory ,Mathematical Physics - Abstract
The paper studies the quantum action for the four-dimensional real $\phi^4$-theory in the case of a general formulation using the background field method. The three-loop renormalization is performed with the usage of a cutoff regularization in the coordinate representation. The absence of non-local singular contributions and the correctness of the renormalization $\mathcal{R}$-operation on the example of separate three-loop diagrams are also discussed. The explicit form of the first three coefficients for the renormalization constants and for the $\beta$-function is presented. Consistency with previously known results is shown., Comment: LaTeX, 71 pages, 8 figures. Firstly appeared in Russian, February 6, 2024, see https://www.pdmi.ras.ru/preprint/2024/pr2024.html
- Published
- 2024
32. Formation of Thin GaAs Buffer Layers on Silicon for Light-Emitting Devices
- Author
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Lendyashova, Vera, Ilkiv, Igor, Borodin, Bogdan, Kirilenko, Demid, Dragunova, Anna, Shugabaev, Talgat, and Cirlin, George
- Subjects
Physics - Applied Physics ,Physics - Optics - Abstract
This paper presents the experimental results on research of growth processes of GaAs layers on silicon substrates by molecular beam epitaxy. The formation of buffer Si layer in a single growth process has been found to significantly improve the crystalline quality of the GaAs layers formed on its surface, as well as to prevent the formation of anti-phase domains both on offcutted towards the [110] direction and on singular Si(100) substrates. It has been demonstrated that the use of cyclic thermal annealing at temperatures 350-660{\deg}C in the flow of arsenic atoms makes it possible to reduce the number of threading dislocations and increase the smoothness of the GaAs layers surface. At the same time, the article considers possible mechanisms that lead to an improvement in the quality of the surface layers of GaAs. It is shown that the thus obtained GaAs layers of submicron thickness on the singular Si(100) substrates have a mean square value of surface roughness 1.9 nm. The principal possibility of using thin GaAs layers on silicon as templates for forming on them light-emitting semiconductor heterostructures with active area based on self-organizing InAs quantum dots and InGaAs quantum well is presented. They are shown to exhibit photoluminescence at 1.2 um at room temperature., Comment: 18 pages, in Russian language, 6 figures
- Published
- 2024
33. Grothendieck's theorem on the precompactness of subsets functional spaces over pseudocompact spaces
- Author
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Reznichenko, E. A.
- Subjects
Mathematics - General Topology ,Mathematics - Functional Analysis - Abstract
Generalizations of the theorems of Eberlein and Grothendieck on the precompactness of subsets of function spaces are considered: if $X$ is a countably compact space and $C_p(X)$ is a space of continuous functions in the pointwise topology convergence, then any countably compact subspace of the space $C_p(X)$ is precompact, that is, it has a compact closure. The paper provides an overview of the results on this topic. It is proved that if a pseudo-compact $X$ contains a dense Lindelof $\Sigma$-space, then pseudocompact subspaces of the space $C_p(X)$ are precompact. If $X$ is the product Cech complete spaces, then bounded subsets of the space $C_p(X)$ are precompact. Results on the continuity of separately continuous functions were also obtained., Comment: in russian
- Published
- 2024
34. Subgradient methods for non-smooth optimization problems with some relaxation of sharp minimum
- Author
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Ablaev, S. S., Makarenko, D. V., Stonyakin, F. S., Alkousa, M. S., and Baran, I. V.
- Subjects
Mathematics - Optimization and Control - Abstract
In this paper we propose a generalized condition for a sharp minimum, somewhat similar to the inexact oracle proposed recently by Devolder-Glineur-Nesterov. The proposed approach makes it possible to extend the class of applicability of subgradient methods with the Polyak step-size, to the situation of inexact information about the value of the minimum, as well as the unknown Lipschitz constant of the objective function. Moreover, the use of local analogs of the global characteristics of the objective function makes it possible to apply the results of this type to wider classes of problems. We show the possibility of applying the proposed approach to strongly convex non-smooth problems, also, we make an experimental comparison with the known optimal subgradient method for such a class of problems. Moreover, there were obtained some results connected to the applicability of the proposed technique to some types of problems with convexity relaxations: the recently proposed notion of weak $\beta$-quasi-convexity and ordinary quasi-convexity. Also in the paper, we study a generalization of the described technique to the situation with the assumption that the $\delta$-subgradient of the objective function is available instead of the usual subgradient. For one of the considered methods, conditions are found under which, in practice, it is possible to escape the projection of the considered iterative sequence onto the feasible set of the problem., Comment: in Russian language
- Published
- 2022
- Full Text
- View/download PDF
35. Boundary stability in the Fermat--Steiner problem in hyperspaces over finite-dimensional normed spaces
- Author
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Galstyan, A. Kh.
- Subjects
Mathematics - Metric Geometry - Abstract
The Fermat--Steiner problem is to find all points of the metric space Y such that the sum of the distances from each of them to points from some fixed finite subset A = {A_1, ..., A_n} of the space Y is minimal. This problem is considered in the case when Y=H(X) is the space of non-empty compact subsets of a finite-dimensional normed space X endowed with the Hausdorff metric, i.e. H(X) is a hyperspace over X. The set A is called boundary, all A_i are called boundary sets, and the compact sets that realize the minimum of the sum of distances to A_i are called Steiner compacts. In this paper, we study the question of stability in the Fermat--Steiner problem when passing from a boundary consisting of finite compact sets to a boundary consisting of their convex hulls. By stability here we mean that the minimum of the sum of distances does not change when passing to convex hulls of boundary compact sets. The paper continued the study of geometric objects, namely, hook sets that arise in the Fermat--Steiner problem. The results obtained revealed some geometry of the relationship between Steiner compacts and boundary sets. On its basis, a sufficient condition for the instability of the boundary in H(X) was derived., Comment: in Russian language
- Published
- 2022
36. Increasing the sensitivity of the Baikal-GVD neutrino telescope by using external strings of optical modules
- Author
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Allakhverdyan, V. A., Avrorin, A. D., Avrorin, A. V., Aynutdinov, V. M., Bardačová, Z., Belolaptikov, I. A., Borina, I. V., Budnev, N. M., Dik, V. Y., Domogatsky, G. V., Doroshenko, A. A., Dvornický, R., Dyachok, A. N., Dzhilkibaev, Zh. -A. M., Eckerová, E., Elzhov, T. V., Fajt, L., Gafarov, A. R., Golubkov, K. V., Gorshkov, N. S., Gress, T. I., Kebkal, K. G., Kebkal, V. K., Khatun, A., Khramov, E. V., Kolbin, M. M., Konischev, K. V., Korobchenko, A. V., Koshechkin, A. P., Kozhin, V. A., Kruglov, M. V., Kulepov, V. F., Malyshkin, Y. M., Milenin, M. B., Mirgazov, R. R., Naumov, D. V., Nazari, V., Petukhov, D. P., Pliskovsky, E. N., Rozanov, M. I., Rushay, V. D., Ryabov, E. V., Safronov, G. B., Shaybonov, B. A., Seitova, D., Shelepov, M. D., Šimkovic, F., Sirenko, A. E., Skurikhin, A. V., Solovjev, A. G., Sorokovikov, M. N., Štekl, I., Stromakov, A. P., Suvorova, O. V., Tabolenko, V. A., Yablokova, Y. V., and Zaborov, D. N.
- Subjects
High Energy Physics - Experiment ,Physics - Instrumentation and Detectors - Abstract
The deployment of the Baikal-GVD deep underwater neutrino telescope is continuing in Lake Baikal. By April 2022, ten clusters of the telescope were put into operation, with 2880 optical modules in total. One of the relevant tasks in this context is to study the possibilities of increasing the efficiency of the detector based on the experience of its operation and the results obtained at other neutrino telescopes in recent years. In this paper, a variant of optimizing the configuration of the telescope is considered, based on the installation of additional strings of optical modules between the clusters (external strings). An experimental version of the external string was installed in Lake Baikal in April 2022. This paper presents a first estimate of the impact of adding external strings on the neutrino detection efficiency, as well as the technical implementation of the detection and data acquisition systems of the external string and first results of its in-situ tests., Comment: 12 pages, in Russian language, 7 figures, 1 Table
- Published
- 2022
37. Gradient-Free Federated Learning Methods with $l_1$ and $l_2$-Randomization for Non-Smooth Convex Stochastic Optimization Problems
- Author
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Lobanov, Aleksandr, Alashqar, Belal, Dvinskikh, Darina, and Gasnikov, Alexander
- Subjects
Mathematics - Optimization and Control - Abstract
This paper studies non-smooth problems of convex stochastic optimization. Using the smoothing technique based on the replacement of the function value at the considered point by the averaged function value over a ball (in $l_1$-norm or $l_2$-norm) of small radius with the center in this point, the original problem is reduced to a smooth problem (whose Lipschitz constant of the gradient is inversely proportional to the radius of the ball). An important property of the smoothing used is the possibility to calculate an unbiased estimation of the gradient of a smoothed function based only on realizations of the original function. The obtained smooth stochastic optimization problem is proposed to be solved in a distributed federated learning architecture (the problem is solved in parallel: nodes make local steps, e.g. stochastic gradient descent, then they communicate - all with all, then all this is repeated). The goal of this paper is to build on the current advances in gradient-free non-smooth optimization and in feild of federated learning, gradient-free methods for solving non-smooth stochastic optimization problems in federated learning architecture., Comment: In Russian language. Redesigned version for publication in the journal Computational Mathematics and Mathematical Physics
- Published
- 2022
38. Central measures of the jump graph for Young--Fibonacci graph
- Author
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Evtushevsky, Vsevolod
- Subjects
Mathematics - Combinatorics - Abstract
For fixed $k$, we consider the subgraph $YF_k=(V_k,E_k)$ of the famous Young--Fibonacci graph formed by the words with at most $k$ 2-s. The jump graph is a graded graph is defined as follows: each level is identified with $V_k$, and an edge between two vertices $(v_1,i)$ and $(v_{2},i+1)$, $v_1,v_2\in V_k$, of neighbouring levels us drawn iff $v_2$ is a descendant of $v_1$ in $YF_k$. The goal of this paper is to describe all central measures on the path space of $YF_k$., Comment: 24 pages, in Russian
- Published
- 2023
39. Subgradient methods with variants of Polyak step-size for quasi-convex optimization with inequality constraints for analogues of sharp minima
- Author
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Puchinin, S. M., Korolkov, E. R., Stonyakin, F. S., Alkousa, M. S., and Vyguzov, A. A
- Subjects
Mathematics - Optimization and Control - Abstract
In this paper, we consider two variants of the concept of sharp minimum for mathematical programming problems with quasiconvex objective function and inequality constraints. It investigated the problem of describing a variant of a simple subgradient method with switching along productive and non-productive steps, for which, on a class of problems with Lipschitz functions, it would be possible to guarantee convergence with the rate of geometric progression to the set of exact solutions or its vicinity. It is important that to implement the proposed method there is no need to know the sharp minimum parameter, which is usually difficult to estimate in practice. To overcome this problem, the authors propose to use a step djustment procedure similar to that previously proposed by B.~T.~Polyak., Comment: in Russian language
- Published
- 2023
40. On Some Extensions of $\pi$-Regular Rings
- Author
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Danchev, Peter, Javan, Arash, and Moussavi, Ahmad
- Subjects
Mathematics - Rings and Algebras ,Mathematics - Representation Theory ,16S34, 16U60 - Abstract
Some variations of $\pi$-regular and nil clean rings were recently introduced in \cite{5,8,7}, respectively. In this paper, we examine the structure and relationships between these classes of rings. Specifically, we prove that $(m, n)$-regularly nil clean rings are left-right symmetric and also show that the inclusions ($D$-regularly nil clean) $\subseteq$ (regularly nil clean) $\subseteq$ ($(m,n)$-regularly nil clean) hold, as well as we answer Questions 1, 2 and 3 posed in \cite{8}. Moreover, some other analogous questions concerning the symmetric properties of certain classes of rings are treated as well by proving that centrally Utumi rings are always strongly $\pi$-regular., Comment: 13 pages to appear in Russian Mathematics
- Published
- 2023
41. About some works of Boris Polyak on convergence of gradient methods and their development
- Author
-
Ablaev, Seydamet, Beznosikov, Aleksandr, Gasnikov, Alexander, Dvinskikh, Darina, Lobanov, Aleksandr, Puchinin, Sergei, and Stonyakin, Fedor
- Subjects
Mathematics - Optimization and Control - Abstract
The paper presents a review of the state-of-the-art of subgradient and accelerated methods of convex optimization, including in the presence of disturbances and access to various information about the objective function (function value, gradient, stochastic gradient, higher derivatives). For nonconvex problems, the Polak-Lojasiewicz condition is considered and a review of the main results is given. The behavior of numerical methods in the presence of sharp minima is considered. The purpose of this survey is to show the influence of the works of B.T. Polyak (1935 -- 2023) on gradient optimization methods and their neighborhoods on the modern development of numerical optimization methods., Comment: in Russian language
- Published
- 2023
- Full Text
- View/download PDF
42. Mathematical modeling of mechanical behavior of three-layer plates with tetrachiral honeycomb core
- Author
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Mazaev, A. V.
- Subjects
Mathematics - Numerical Analysis ,G.1.3 ,G.1.8 ,I.6.5 - Abstract
In the development of materials for structural purposes, the main focus is on the advantageous combination of mechanical and volume-mass properties. Due to the development of production, solid plates are increasingly being replaced by modern composite materials with improved properties, one of the varieties of which is layered composites with a honeycomb core. The most widespread are three-layer plates with solid face layers and a hexagonal honeycomb core. However, with the development of new technologies, including 3D printing, honeycombs with new geometries are gaining popularity, the mechanical properties of which make it possible to obtain layered composites with improved features. In this paper, three-layer plates with solid face layers and a tetrachiral honeycomb core are investigated. The influence of discretization (number of unit cells), relative density and thickness of the honeycomb core on the stress state of three-layer composites subjected to static bending under various boundary conditions is studied. Mathematical modeling is carried out within the framework of the theory of elasticity by the finite element method via three-dimensional modeling in the Comsol Multiphysics system, as well as using algorithms developed by the author for analyzing the stress state of multilayer plates with tetrachiral honeycombs by solving a plane problem of the theory of elasticity. As a result, good agreement is shown between the numerical results obtained using algorithms for solving a plane problem and via three-dimensional finite element modeling in the Comsol Multiphysics system, while the numerical results are qualitatively consistent with laboratory test data., Comment: in Russian language
- Published
- 2023
43. On stability of weighted spanning tree degree enumerators
- Author
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Cherkashin, Danila and Prozorov, Pavel
- Subjects
Mathematics - Combinatorics - Abstract
Our previous paper shows that the (vertex) spanning tree degree enumerator polynomial of a connected graph $G$ is a real stable polynomial (id est is non-zero if all variables have positive imaginary parts) if and only if $G$ is distance-hereditary. In this note we generalize the result on weighted graphs. This generalization allows us to define the class of weighted distance-hereditary graphs., Comment: in Russian
- Published
- 2023
44. The influence of the magnetic field on the nucleation and properties of 0-degree domain boundaries in uniaxial films with inhomogeneous magnetoelectric interaction
- Author
-
Vakhitov, Robert, Solonetsky, Rostislav, and Ibragimova, Alina
- Subjects
Condensed Matter - Materials Science - Abstract
The paper investigates the behavior of 0 degree domain boundaries arising in uniaxial magnetic films with flexomagnetoelectric effect in a magnetic field. It is shown that at certain orientations of the magnetic field, it is possible to significantly enhance (or weaken) the degree of manifestation of the flexomagnetoelectric effect in the studied films. In addition, by varying the magnitude and directions of the magnetic field, it is possible to significantly lower (up to zero) the value of the critical electric field of the origin of this inhomogeneity. It is also established that a 0 degree domain boundary of non-Anelian type, in which induced bound charges do not create a resultant field (field shielding), when a magnetic field directed perpendicular to the plane of rotation of magnetic moments is applied, a flexomagnetoelectric effect occurs, which increases with increasing magnitude of the magnetic field., Comment: 9 pages, in Russian language, 12 figures
- Published
- 2023
45. On stable flows and preflows
- Author
-
Karzanov, Alexander
- Subjects
Mathematics - Combinatorics ,05C21, 91B10 - Abstract
In 2010s Fleiner introduced a notion of stable flows in directed networks and showed that such a flow always exists and can be found by use of a reduction to the stable allocation problem due to Baiou and Balinski. Recently Cseh and Matuschke devised a direct strongly polynomial algorithm. In this paper we give an alternative algorithm to find a stable flow in a network with several sources and sinks. It is based on an idea of preflows (appeared in 1970s in a faster algorithm for the classical max-flow problem), and runs in $O(nm)$ time for a network with $n$ vertices and $m$ edges. The results are further generalized to a larger class of objects, so-called stable quasi-flows with bounded excesses in non-terminal vertices. (The paper is written in Russian.), Comment: 19 pages, in Russian language. Compared with the previous version, the reference to a grant is removed
- Published
- 2022
- Full Text
- View/download PDF
46. On adjacency operators of locally finite graphs
- Author
-
Trofimov, Vladimir I.
- Subjects
Mathematics - Combinatorics ,05C63, 05C50 - Abstract
A graph $\Gamma$ is called locally finite if, for each vertex $v$ of $\Gamma$, the set $\Gamma(v)$ of all neighbors of $v$ in $\Gamma$ is finite. For any locally finite graph $\Gamma$ with vertex set $V(\Gamma)$ and for any field $F$, let $F^{V(\Gamma)}$ be the vector space over $F$ of all functions $V(\Gamma) \to F$ (with natural componentwise operations) and let $A^{({\rm alg})}_{\Gamma,F}$ be the linear operator $F^{V(\Gamma)} \to F^{V(\Gamma)}$ defined by $(A^{({\rm alg})}_{\Gamma,F}(f))(v) = \sum_{u \in \Gamma(v)}f(u)$ for all $f \in F^{V(\Gamma)}$, $v \in V(\Gamma)$. In the case of finite graph $\Gamma$ the mapping $A^{({\rm alg})}_{\Gamma,F}$ is the well known operator defined by the adjacency matrix of $\Gamma$ (over $F$), and the theory of eigenvalues and eigenfunctions of such operator is a well-developed (at least in the case $F = \mathbb{C}$) part of the theory of finite graphs. In this paper we develope a theory of eigenvalues and eigenfunctions of $A^{({\rm alg})}_{\Gamma,F}$ for arbitrary infinite locally finite graphs $\Gamma$ (although a few results may be of interest for finite graphs) and fields $F$ with a special emphasis on the case when $\Gamma$ is connected with uniformly bounded vertex degrees and $F = \mathbb{C}$. By the author opinion, previous attempts in this direction were not quite satisfactory since were limited by consideration of rather special eigenfunctions and corresponding eigenvalues., Comment: 52 pages, in Russian; a few minor corrections; published version
- Published
- 2022
47. Semigroup of paths on a family of complexes with uniform ellipticity
- Author
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Ivanov-Pogodaev, Ilya A. and Kanel-Belov, Alexey Ya.
- Subjects
Mathematics - Rings and Algebras ,20M05 - Abstract
This is the third part of a cycle of papers devoted to the construction of a finitely presented infinite nil-semigroup satisfying the identity $x^9 = 0$. This construction answers the problem of L. N. Shevrin and M. V. Sapir, posed, for example, in the Sverdlovsk notebook. A semigroup is realized as a set of path encodings on a family of special uniformly elliptic complexes. In the first paper of the cycle Finitely defined nil semigroup: complexes with uniform ellipticity, a sequence of complexes was constructed with a set of geometric properties. In the second work of the series Deterministic Coloring of a Family of Complexes a finite letter encoding was introduced on the vertices and edges of the constructed complexes. The deterministic property of such a coloring was proved, which makes it possible to introduce a finite set of defining relations on the set of words-codings of paths on complexes. In this paper, we describe an algorithm for reducing an arbitrary semigroup word to canonical form. It is also proved that a word containing a subword with period 9 can be reduced to zero using defining relations. Word encodings corresponding to sufficiently long paths are not reduced to zero and do not change their length, that is, the introduced semigroup is infinite., Comment: in Russian. The work was carried out with the help of the Russian Science Foundation, Grant 22-11-00177. The first author is the winner of the Young Mathematics of Russia competition
- Published
- 2022
48. Optimization of Decision Tree Evaluation Using SIMD Instructions
- Author
-
Mironov, Alexey and Khuziev, Ilnur
- Subjects
Computer Science - Machine Learning - Abstract
Decision forest (decision tree ensemble) is one of the most popular machine learning algorithms. To use large models on big data, like document scoring with learning-to-rank models, we need to evaluate these models efficiently. In this paper, we explore MatrixNet, the ancestor of the popular CatBoost library. Both libraries use the SSE instruction set for scoring on CPU. This paper investigates the opportunities given by the AVX instruction set to evaluate models more efficiently. We achieved 35% speedup on the binarization stage (nodes conditions comparison), and 20% speedup on the trees apply stage on the ranking model., Comment: in Russian language
- Published
- 2022
49. Formalization of the principles of brain Programming (Brain Principles Programming)
- Author
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Vityaev, E. E., Kolonin, A. G., and Molchanov, A. V. Kurpatov A. A.
- Subjects
Computer Science - Artificial Intelligence ,68T01 - Abstract
In the monograph "Strong artificial intelligence. On the Approaches to Superintelligence" contains an overview of general artificial intelligence (AGI). As an anthropomorphic research area, it includes Brain Principles Programming (BPP) -- the formalization of universal mechanisms (principles) of the brain work with information, which are implemented at all levels of the organization of nervous tissue. This monograph contains a formalization of these principles in terms of category theory. However, this formalization is not enough to develop algorithms for working with information. In this paper, for the description and modeling of BPP, it is proposed to apply mathematical models and algorithms developed earlier, which modeling cognitive functions and base on well-known physiological, psychological and other natural science theories. The paper uses mathematical models and algorithms of the following theories: P.K.Anokhin Theory of Functional Brain Systems, Eleanor Rosch prototypical categorization theory, Bob Rehder theory of causal models and "natural" classification. As a result, a formalization of BPP is obtained and computer experiments demonstrating the operation of algorithms are presented., Comment: 28 pages, in Russian, 4 figures
- Published
- 2022
50. The Malliavin-Rubel theorem on small entire functions of exponential type with given zeros: 60 years later
- Author
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Khabibullin, B. N.
- Subjects
Mathematics - Complex Variables ,30D15 (Primary) 31A05, 30D35, 31A15 (Secondary) - Abstract
Let $Z$ and $W$ are distributions of points on the complex plane $\mathbb C$. The following problem goes back to the studies of F. Carlson, T. Carleman, L. Schwartz, A. F. Leont'ev, B. Ya. Levin, J.-P. Kahane and others. For which $Z$ and $W$ for an entire function $g\neq 0$ of exponential type vanishing on $W$, there is an entire function $f\neq 0$ of exponential type vanishing on $Z$ such that $|f|\leq |g|$ on the imaginary axis? The classical Malliavin-Rubel theorem of the early 1960s completely solves this problem for "positive" $Z$ and $W$ lying only on the positive semiaxis. A number of generalizations of this criterion were established by us in the late 1980s for "complex" $Z\subset\mathbb C$ and $W\subset\mathbb C$ separated by angles from the imaginary axis, with some advances in the 2020s. In this paper, tougher problems are solved in a more general subharmonic framework for distributions of masses on $\mathbb C$. All the previously mentioned results can be obtained from the main results of the paper in a much stronger form even in the initial formulation for distributions of points $Z$ and $W$ and entire functions $f$ and $g$ of exponential type. Some of the results of the article are closely related to the famous Beurling-Malliavin theorems on the radius of completeness and the multiplier., Comment: 49 pages, in Russian
- Published
- 2022
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