[Электронный ресурс]. - Электрон. дан. (499 Кб) : диссертации на соискание ученой степени кандидата-физико математических наук (перевод на английский язык) / А.Н. Горбань. - Электрон. дан. (499 Кб). - [Б. м. : б. и.], 1997. - Б. ц.
Аннотация: The paper gives the systematic analysis of singularities of transition processes in general dynamical systems. Dynamical systems depending on parameter are studied. A system of relaxation times is constructed. Each relaxation time depends on three variables: initial conditions, parameters k of the system and accuracy ? of relaxation. This system of times contains: the time before the first entering of the motion into ?-neighbourhood of the limit set, the time of final entering in this neighbourhood and the time of stay of the motion outside the ?-neighbourhood of the limit set. The singularities of relaxation times as functions of (x0; k) under fixed ? are studied. A classification of different bifurcations (explosions) of limit sets is performed. The bifurcations fall into those with appearance of new limit points and bifurcations with appearance of new limit sets at finite distance from the existing ones. The relations between the singularities of relaxation times and bifurcations of limit sets are studied. The peculiarities of dynamics which entail singularities of transition processes without bifurcations are described as well. The peculiarities of transition processes under perturbations are studied. It is shown that the perturbations simplify the situation: the interrelations between the singularities of relaxation times and other peculiarities of dynamics for general dynamical system under small perturbations are the same as for smooth two-dimensional structural stable systems.
http://icm.krasn.ru/refextra.php?id=2806
Доп.точки доступа:
Gorban A.N.
Свободных экз. нет
Труды сотрудников ИВМ СО РАН
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Найдено документов в текущей БД: 43
В14
N89
N89
Methods for solution of stiff problems, hybrid systems and applications
[Text] : монография / E. A. Novikov, Yu. V. Shornikov, B. U. Uatay ; Kazakh-British Technical University. - Almaty : KBTU, 2010. - 157 p. : il. - Библиогр.: с. 144. - ISBN 978-601-269-009-5 : Б. ц.
ББК В14
Аннотация: This monograph covers the problem of modeling of numerical methods for solving of Cauchy problem for stiff systems of ordinary differential equations. Particular attention will be paid to notion and classification of hybrid systems. Capabilities of instrumental environment of computerizedanalysis for hybrid systems will be described. This book is intended for individuals who are involved in modeling of physical, chemical, biological and other processes
Доп.точки доступа:
Shornikov, Yu.V.; Шорников Ю.В.; Uatay, B.U.; Новиков, Евгений Александрович
Свободных экз. нет
| УДК |
Аннотация: This monograph covers the problem of modeling of numerical methods for solving of Cauchy problem for stiff systems of ordinary differential equations. Particular attention will be paid to notion and classification of hybrid systems. Capabilities of instrumental environment of computerizedanalysis for hybrid systems will be described. This book is intended for individuals who are involved in modeling of physical, chemical, biological and other processes
Доп.точки доступа:
Shornikov, Yu.V.; Шорников Ю.В.; Uatay, B.U.; Новиков, Евгений Александрович
Свободных экз. нет
Singularities of Transition Processes In Dynamical Systems
[Electronic resource]. - Electronic text data : статья / A. N. Gorban. - Electronic text data // Electronic Journal of Differential Equations. - 1997. - Translation of Candidat (Ph.D) Thesis
Аннотация: The paper gives a systematic analysis of singularities of transition processes in dynamical systems. General dynamical systems with dependence on parameter are studied. A system of relaxation times is constructed. Each relaxation time depends on three variables: initial conditions, parameters k of the system and accuracy ε of the relaxation. The singularities of relaxation times as functions of (x0,k) under fixed ε are studied. The classification of different bifurcations (explosions) of limit sets is performed. The relations between the singularities of relaxation times and bifurcations of limit sets are studied. The peculiarities of dynamics which entail singularities of transition processes without bifurcations are described as well. The analogue of the Smale order for general dynamical systems under perturbations is constructed. It is shown that the perturbations simplify the situation: the interrelations between the singularities of relaxation times and other peculiarities of dynamics for general dynamical system under small perturbations are the same as for the Morse-Smale systems.
Полный текст
Держатели документа:
ИВМ СО РАН : 660036, Красноярск, Академгородок, 50, стр.44
Доп.точки доступа:
Горбань, Александр Николаевич
Аннотация: The paper gives a systematic analysis of singularities of transition processes in dynamical systems. General dynamical systems with dependence on parameter are studied. A system of relaxation times is constructed. Each relaxation time depends on three variables: initial conditions, parameters k of the system and accuracy ε of the relaxation. The singularities of relaxation times as functions of (x0,k) under fixed ε are studied. The classification of different bifurcations (explosions) of limit sets is performed. The relations between the singularities of relaxation times and bifurcations of limit sets are studied. The peculiarities of dynamics which entail singularities of transition processes without bifurcations are described as well. The analogue of the Smale order for general dynamical systems under perturbations is constructed. It is shown that the perturbations simplify the situation: the interrelations between the singularities of relaxation times and other peculiarities of dynamics for general dynamical system under small perturbations are the same as for the Morse-Smale systems.
Полный текст
Держатели документа:
ИВМ СО РАН : 660036, Красноярск, Академгородок, 50, стр.44
Доп.точки доступа:
Горбань, Александр Николаевич
Group classification for equations of thermodiffusion in binary mixture
/ I.V. Stepanova // Commun. Nonlinear Sci. Numer. Simul. - 2013. - Vol. 18, Is. 6. - P1341-1346, DOI 10.1016/j.cnsns.2012.10.013. - Cited References: 14. - Author thanks Prof. V.K. Andreev for formulation of the problem and attention to the work. This work is supported by the Integrational Grant No 44 and The Ministry of education and science of Russia, project 14.A18.21.2014.
. - 6. - ISSN 1007-5704
РУБ Mathematics, Applied + Mathematics, Interdisciplinary Applications + Mechanics + Physics, Fluids & Plasmas + Physics, Mathematical
Кл.слова (ненормированные):
Lie symmetry analysis -- Group classification -- Equivalence transformations -- Thermodiffusion -- Binary mixture -- Transport coefficients
Аннотация: Group classification problem is solved for equations of motion of a binary mixture under the buoyancy force and thermodiffusion effect. These equations are parameterized by five arbitrary functions of two arguments. The admissible Lie symmetry algebras of generators are found depending on arbitrary elements. These results are useful for analytical and numerical modeling of the convection in binary mixtures. (C) 2012 Elsevier B. V. All rights reserved.
Доп.точки доступа:
Stepanova, I.V.; Степанова, Ирина Владимировна
Кл.слова (ненормированные):
Lie symmetry analysis -- Group classification -- Equivalence transformations -- Thermodiffusion -- Binary mixture -- Transport coefficients
Аннотация: Group classification problem is solved for equations of motion of a binary mixture under the buoyancy force and thermodiffusion effect. These equations are parameterized by five arbitrary functions of two arguments. The admissible Lie symmetry algebras of generators are found depending on arbitrary elements. These results are useful for analytical and numerical modeling of the convection in binary mixtures. (C) 2012 Elsevier B. V. All rights reserved.
Доп.точки доступа:
Stepanova, I.V.; Степанова, Ирина Владимировна
On the Goursat Classification Problem
/ O. V. Kaptsov // Program. Comput. Softw. - 2012. - Vol. 38, Is. 2. - pp. 102-104, DOI 10.1134/S0361768812020041. - Cited References: 15. - This work was supported by the Siberian Division of Russian Academy of Sciences (integration project no. 103) and by the Program for the Support of Leading Scientific Schools (project no. NSh 7256.2010.1).
. - ISSN 0361-7688
РУБ Computer Science, Software Engineering
Аннотация: In the paper, the Goursat problem-classification of nonlinear hyperbolic differential equations possessing two characteristic invariants-is considered. An algorithm for finding the characteristic invariants is described. On the basis of the algorithm implemented in REDUCE, the characteristic invariants of two Laine's equations are verified. One of them is shown to have invariants of the second and third orders. This equation shows that the Goursat problem, apparently, is still open. Computer calculations show that the characteristic invariants of the second Laine's equation given in his paper are incorrect.
Полный текст
Доп.точки доступа:
Капцов, Олег Викторович
Аннотация: In the paper, the Goursat problem-classification of nonlinear hyperbolic differential equations possessing two characteristic invariants-is considered. An algorithm for finding the characteristic invariants is described. On the basis of the algorithm implemented in REDUCE, the characteristic invariants of two Laine's equations are verified. One of them is shown to have invariants of the second and third orders. This equation shows that the Goursat problem, apparently, is still open. Computer calculations show that the characteristic invariants of the second Laine's equation given in his paper are incorrect.
Полный текст
Доп.точки доступа:
Капцов, Олег Викторович
Classification of Symbol Sequences over Their Frequency Dictionaries: Towards the Connection between Structure and Natural Taxonomy
/ A.N. Gorban, T.G. Popova, M.G. Sadovsky // Open Systems and Information Dynamics. - 2000. - Vol. 7, Is. 1. - P1-17
. - ISSN 1230-1612
Аннотация: The classifications of bacterial 16S RNA sequences developed over the real and transformed frequency dictionaries have been studied. Two sequences are considered to be close, when their frequency dictionaries are close in Euclidean metrics. A procedure to transform a dictionary is proposed that makes clear some features of the information pattern of a symbol sequence. A comparative study of classifications developed over real frequency dictionaries vs. the transformed ones has been carried out. A correlation between information patterns of nucleotide sequences and taxonomy of the bearer of the sequence was found. The sites with high information value are found to be the main factors of the difference between the classes in a classification. The classification of nucleotide sequences developed over real frequency dictionaries of thickness 3 reveals the best correlation to a gender of bacteria. A set of sequences of the same gender is included entirely into one class, as a rule, and exclusions occur rarely. A hierarchical classification yields one or two taxonomy groups on each level of classification. An unexpectedly often, or unexpectedly rare occurrence of some sites within a sequence makes a basic difference between the structure patterns of the classes yielded; a number of those sites is not to large. Further investigations are necessary in order to campare the sites revealed with those determined due to other methodology.
Scopus,
Полный текст
Доп.точки доступа:
Gorban, A.N.; Горбань, Александр Николаевич; Popova, T.G.; Попова Т.Г.; Sadovsky, M.G.; Садовский, Михаил Георгиевич
Аннотация: The classifications of bacterial 16S RNA sequences developed over the real and transformed frequency dictionaries have been studied. Two sequences are considered to be close, when their frequency dictionaries are close in Euclidean metrics. A procedure to transform a dictionary is proposed that makes clear some features of the information pattern of a symbol sequence. A comparative study of classifications developed over real frequency dictionaries vs. the transformed ones has been carried out. A correlation between information patterns of nucleotide sequences and taxonomy of the bearer of the sequence was found. The sites with high information value are found to be the main factors of the difference between the classes in a classification. The classification of nucleotide sequences developed over real frequency dictionaries of thickness 3 reveals the best correlation to a gender of bacteria. A set of sequences of the same gender is included entirely into one class, as a rule, and exclusions occur rarely. A hierarchical classification yields one or two taxonomy groups on each level of classification. An unexpectedly often, or unexpectedly rare occurrence of some sites within a sequence makes a basic difference between the structure patterns of the classes yielded; a number of those sites is not to large. Further investigations are necessary in order to campare the sites revealed with those determined due to other methodology.
Scopus,
Полный текст
Доп.точки доступа:
Gorban, A.N.; Горбань, Александр Николаевич; Popova, T.G.; Попова Т.Г.; Sadovsky, M.G.; Садовский, Михаил Георгиевич
Symmetry Analysis of Equations for Convection
[Текст] : статья / I.I. Ryzhkov // Journal of Siberian Federal University. Mathematics & Physics = Журнал Сибирского федерального университета. Математика и физика. - 2008. - Т. 1, № 4. - С. 410-431
Кл.слова (ненормированные):
Lie symmetry group -- equivalence transformation -- binary mixture -- convection -- Soret and Dufour
Аннотация: The differential equations describing convection in binary mixture with Soret and Dufour effects are considered. The symmetry classification of these equations with respect to the constant parameters is made. It is shown that a generator producing equivalence transformations of constants is defined accurately up to a factor arbitrarily depending on these constants. The equivalence group admitted by the governing equations is calculated. Using this group, a transformation connecting the systems with and without Soret and Dufour terms is derived. In pure Soret case, it reduces to a linear change of temperature and concentration. The presence of Dufour effect requires an additional change of thermal diffusivity and diffusion coefficient. A scheme for reducing an initial and boundary value problem for Soret–Dufour equations to a problem for the system without these effects is proposed.
Полный текст на сайте журнала
Держатели документа:
ИВМ СО РАН : 660036, Красноярск, Академгородок, 50, стр.44
Доп.точки доступа:
Рыжков, Илья Игоревич
Кл.слова (ненормированные):
Lie symmetry group -- equivalence transformation -- binary mixture -- convection -- Soret and Dufour
Аннотация: The differential equations describing convection in binary mixture with Soret and Dufour effects are considered. The symmetry classification of these equations with respect to the constant parameters is made. It is shown that a generator producing equivalence transformations of constants is defined accurately up to a factor arbitrarily depending on these constants. The equivalence group admitted by the governing equations is calculated. Using this group, a transformation connecting the systems with and without Soret and Dufour terms is derived. In pure Soret case, it reduces to a linear change of temperature and concentration. The presence of Dufour effect requires an additional change of thermal diffusivity and diffusion coefficient. A scheme for reducing an initial and boundary value problem for Soret–Dufour equations to a problem for the system without these effects is proposed.
Полный текст на сайте журнала
Держатели документа:
ИВМ СО РАН : 660036, Красноярск, Академгородок, 50, стр.44
Доп.точки доступа:
Рыжков, Илья Игоревич
The numerical modelling of long wave propagation in the framework of non-linear dispersion models
/ L. B. Chubarov, Yu. I. Shokin // Computers and Fluids. - 1987. - Vol. 15, Is. 3. - P229-249
. - ISSN 0045-7930
Кл.слова (ненормированные):
FLOW OF WATER - Diffusion -- MATHEMATICAL MODELS -- MATHEMATICAL TECHNIQUES - Numerical Methods -- LONG WAVE PROPAGATION -- WATER WAVES
Аннотация: The work is devoted to the questions of numerical modelling of long wave propagation, in particular tsunami waves, in the framework of non-linear dispersion models of the Boussinesq and Korteweg-de Vries type. The first part of the work includes a classification of some known mathematical models, in terms of dispersion correlation, phase and group velocities. Problems arising on the construction of finite-difference approximations of non-linear dispersion models are discussed in the second part of the work, special attention is given to the questions of constructing discrete boundary conditions. In the conclusion the results obtained in the course of numerical experiments and estimation of specifics of finite-difference models, and the contribution of non-linear dispersion effects in the process of wave propagation in the coastal zone, are discussed. The results of calculations of tsunami wave propagation in a wave tube with real bathymetry, are given. В© 1987.
Scopus
Держатели документа:
Computing Center of Siberian Division of the U.S.S.R., Academy of Sciences, 660036, Krasnoyarsk 36, Akademgorodok, U.S.S.R.
ИВМ СО РАН
Доп.точки доступа:
Chubarov, L.B.; Shokin, Yu.I.; Шокин, Юрий Иванович
Кл.слова (ненормированные):
FLOW OF WATER - Diffusion -- MATHEMATICAL MODELS -- MATHEMATICAL TECHNIQUES - Numerical Methods -- LONG WAVE PROPAGATION -- WATER WAVES
Аннотация: The work is devoted to the questions of numerical modelling of long wave propagation, in particular tsunami waves, in the framework of non-linear dispersion models of the Boussinesq and Korteweg-de Vries type. The first part of the work includes a classification of some known mathematical models, in terms of dispersion correlation, phase and group velocities. Problems arising on the construction of finite-difference approximations of non-linear dispersion models are discussed in the second part of the work, special attention is given to the questions of constructing discrete boundary conditions. In the conclusion the results obtained in the course of numerical experiments and estimation of specifics of finite-difference models, and the contribution of non-linear dispersion effects in the process of wave propagation in the coastal zone, are discussed. The results of calculations of tsunami wave propagation in a wave tube with real bathymetry, are given. В© 1987.
Scopus
Держатели документа:
Computing Center of Siberian Division of the U.S.S.R., Academy of Sciences, 660036, Krasnoyarsk 36, Akademgorodok, U.S.S.R.
ИВМ СО РАН
Доп.точки доступа:
Chubarov, L.B.; Shokin, Yu.I.; Шокин, Юрий Иванович
Symmetries of Euler equations in Lagrangian coordinates
/ V. Andreev // Journal of Nonlinear Mathematical Physics. - 1996. - Vol. 3, Is. 1-2. - P196-201
. - ISSN 1402-9251
Аннотация: The transition from Eulerian to Lagrangian coordinates is a nonlocal transformation. In general, isomorphism should not take place between basic Lie groups of studied equations. Besides, in the case of plane and rotational symmetric motion hydrodynamic equations in Lagrangian coordinates are partially integrated. This fact introduces arbitrary functions, initial data, to the resulting systems and makes cuurently central the problem of group classification. It is stated that under a transition to Lagrangian coordinates, the main group becomes infinite-dimensional as well in space coordinates. The exclusive values of arbitrary functions of Lagrange coordinates (vorticity, momentum), at which the further group widening takes place, are found in [1]. Copyright В© 1996 by Mathematical Ukraina Publisher. All rights of reproduction in any form reserved.
Scopus
Держатели документа:
Computing Center, SB of the Russian Academy of Sciences, Krasnoyarsk, 660036, Russian Federation
ИВМ СО РАН
Доп.точки доступа:
Andreev, V.K.; Андреев, Виктор Константинович
Аннотация: The transition from Eulerian to Lagrangian coordinates is a nonlocal transformation. In general, isomorphism should not take place between basic Lie groups of studied equations. Besides, in the case of plane and rotational symmetric motion hydrodynamic equations in Lagrangian coordinates are partially integrated. This fact introduces arbitrary functions, initial data, to the resulting systems and makes cuurently central the problem of group classification. It is stated that under a transition to Lagrangian coordinates, the main group becomes infinite-dimensional as well in space coordinates. The exclusive values of arbitrary functions of Lagrange coordinates (vorticity, momentum), at which the further group widening takes place, are found in [1]. Copyright В© 1996 by Mathematical Ukraina Publisher. All rights of reproduction in any form reserved.
Scopus
Держатели документа:
Computing Center, SB of the Russian Academy of Sciences, Krasnoyarsk, 660036, Russian Federation
ИВМ СО РАН
Доп.точки доступа:
Andreev, V.K.; Андреев, Виктор Константинович
Typification of natural seasonal dynamics of vegetation to reveal impact of land surface change on environment (by satellite data)
/ A. Shevyrnogov [et al.] // Advances in Space Research. - 2000. - Vol. 26, Is. 7. - P. 1169-1172, DOI 10.1016/S0273-1177(99)01142-4
. - ISSN 0273-1177
Кл.слова (ненормированные):
ecological modeling -- ecosystem health -- land surface -- satellite data -- vegetation dynamics
Аннотация: Deep insight into types of vegetation variability provided by AVHRR space scanner images of vegetation index spatial distribution helps reveal impact of land surface changes on environment. The Institute of Computational Modeling SB RAS has developed nonparametric algorithms of automatic to classify and recognize patterns of these images which helped to reveal: (1) major variability types (generally connected); (2) areas belonging to small classes, which can be used to reveal deviations from 'normal' (e.g., forest fires, etc.); (3) deviation from a certain type of dynamics indicative of changes in condition of plants, which can be used to diagnose pathology at early stages; (4) impact of economical activities on vegetation in Norilsk area. The authors provide biological interpretation of the satellite data. Computer-animated dynamics and color maps are presented. Nonparametric algorithms of an automatic classification and pattern recognition were provided by the Institute of Computational Modeling SB RAS. (C) 2000 COSPAR. Published by Elsevier Science Ltd.
Scopus,
Полный текст
Доп.точки доступа:
Shevyrnogov, A.; Vysotskaya, G.; Высоцкая, Галина Степановна; Sidko, A.; Dunaev, K.
Кл.слова (ненормированные):
ecological modeling -- ecosystem health -- land surface -- satellite data -- vegetation dynamics
Аннотация: Deep insight into types of vegetation variability provided by AVHRR space scanner images of vegetation index spatial distribution helps reveal impact of land surface changes on environment. The Institute of Computational Modeling SB RAS has developed nonparametric algorithms of automatic to classify and recognize patterns of these images which helped to reveal: (1) major variability types (generally connected); (2) areas belonging to small classes, which can be used to reveal deviations from 'normal' (e.g., forest fires, etc.); (3) deviation from a certain type of dynamics indicative of changes in condition of plants, which can be used to diagnose pathology at early stages; (4) impact of economical activities on vegetation in Norilsk area. The authors provide biological interpretation of the satellite data. Computer-animated dynamics and color maps are presented. Nonparametric algorithms of an automatic classification and pattern recognition were provided by the Institute of Computational Modeling SB RAS. (C) 2000 COSPAR. Published by Elsevier Science Ltd.
Scopus,
Полный текст
Доп.точки доступа:
Shevyrnogov, A.; Vysotskaya, G.; Высоцкая, Галина Степановна; Sidko, A.; Dunaev, K.
Investigations of the Krasnoyarsk Reservoir waters based on the multispectral satellite data
[Text] / M. Chernetskiy [et al.] // Adv. Space Res. - 2009. - Vol. 43, Is. 2. - P. 206-213, DOI 10.1016/j.asr.2008.04.002. - Cited References: 24
. - ISSN 0273-1177
РУБ Astronomy & Astrophysics + Geosciences, Multidisciplinary + Meteorology & Atmospheric Sciences
Аннотация: In this work historical investigations and modern results of classification of the Krasnoyarsk Reservoir are presented. The paper presents results of studying the dynamics of phytopigments and other optically active components, using multispectral satellite data. Several approaches to interpreting satellite data for optically complex inland water bodies are offered. Based on results of historical investigations it is shown that the spatial distribution of phytoplankton in the reservoir stems back to the time of its formation. Color index in the red spectral region (CIR) is introduced. A relationship between the color index and chlorophyll concentration is investigated. The CIR, derived from the AVHRR data, has been found to be related to chlorophyll concentration. Based on MODIS data, the waters of the Krasnoyarsk Reservoir have been classified in accordance with their optical spectral variability, using the technique of unsupervised Iso-Data classification. An empirical relationship between multispectral MODIS data and the ground-truth measurements of chlorophyll concentration has been found. (C) 2008 COSPAR. Published by Elsevier Ltd. All rights reserved.
Доп.точки доступа:
Chernetskiy, M.; Shevyrnogov, A.; Shevnina, S.; Vysotskaya, G.; Высоцкая, Галина Степановна; Sidko, A.
Рубрики:
CHLOROPHYLL CONCENTRATION
Кл.слова (ненормированные):
MODIS -- AVHRR -- Classification -- Continental water bodies -- Spectral variability -- Phytoplankton -- Krasnoyarsk Reservoir
CHLOROPHYLL CONCENTRATION
Кл.слова (ненормированные):
MODIS -- AVHRR -- Classification -- Continental water bodies -- Spectral variability -- Phytoplankton -- Krasnoyarsk Reservoir
Аннотация: In this work historical investigations and modern results of classification of the Krasnoyarsk Reservoir are presented. The paper presents results of studying the dynamics of phytopigments and other optically active components, using multispectral satellite data. Several approaches to interpreting satellite data for optically complex inland water bodies are offered. Based on results of historical investigations it is shown that the spatial distribution of phytoplankton in the reservoir stems back to the time of its formation. Color index in the red spectral region (CIR) is introduced. A relationship between the color index and chlorophyll concentration is investigated. The CIR, derived from the AVHRR data, has been found to be related to chlorophyll concentration. Based on MODIS data, the waters of the Krasnoyarsk Reservoir have been classified in accordance with their optical spectral variability, using the technique of unsupervised Iso-Data classification. An empirical relationship between multispectral MODIS data and the ground-truth measurements of chlorophyll concentration has been found. (C) 2008 COSPAR. Published by Elsevier Ltd. All rights reserved.
Доп.точки доступа:
Chernetskiy, M.; Shevyrnogov, A.; Shevnina, S.; Vysotskaya, G.; Высоцкая, Галина Степановна; Sidko, A.
Standardising and Coding Birthplace Strings and Occupational Titles in the British Censuses of 1851 to 1911
/ K. Schurer, T. Penkova, Y. Shi // Hist. Methods. - 2015. - Vol. 48, Is. 4. - P195-213, DOI 10.1080/01615440.2015.1010028
. - ISSN 0161-5440
Кл.слова (ненормированные):
birthplace standardisation -- historic census data occupation coding -- algorithm -- census -- classification -- economic history -- employment -- occupation -- England -- United Kingdom -- Wales
Аннотация: This article presents a technique of standardising and coding textual birthplace and occupation strings in the censuses of England and Wales and Scotland, 1851-1911. While the approaches for the two text strings are different, they are both based upon the integration of computer technologies, mathematical methods, and expert knowledge. Both processes are described formally using Structured Analysis and Design Technique methodology. The classification of occupations is defined by two algorithms based on statistical decision theory in order to allocate codes from the original occupation strings. The method of standardising parishes is based on the comparison of original birthplace strings and reference data. © 2015 Taylor and Francis Group, LLC.
Scopus
Держатели документа:
Centre for English Local History, University of Leicester, University Road, Leicester, United Kingdom
Institute of Computational Modelling, SB RAS, Germany
Department of Mathematics, University of Leicester, United Kingdom
Доп.точки доступа:
Schurer, K.; Penkova, T.; Shi, Y.
Кл.слова (ненормированные):
birthplace standardisation -- historic census data occupation coding -- algorithm -- census -- classification -- economic history -- employment -- occupation -- England -- United Kingdom -- Wales
Аннотация: This article presents a technique of standardising and coding textual birthplace and occupation strings in the censuses of England and Wales and Scotland, 1851-1911. While the approaches for the two text strings are different, they are both based upon the integration of computer technologies, mathematical methods, and expert knowledge. Both processes are described formally using Structured Analysis and Design Technique methodology. The classification of occupations is defined by two algorithms based on statistical decision theory in order to allocate codes from the original occupation strings. The method of standardising parishes is based on the comparison of original birthplace strings and reference data. © 2015 Taylor and Francis Group, LLC.
Scopus
Держатели документа:
Centre for English Local History, University of Leicester, University Road, Leicester, United Kingdom
Institute of Computational Modelling, SB RAS, Germany
Department of Mathematics, University of Leicester, United Kingdom
Доп.точки доступа:
Schurer, K.; Penkova, T.; Shi, Y.
Symmetry analysis of nonlinear heat and mass transfer equations under Soret effect
/ I. V. Stepanova // Comm. Nonlinear Sci. Numer. Simul. - 2015. - Vol. 20, Is. 3. - P684-691, DOI 10.1016/j.cnsns.2014.06.043
. - ISSN 1007-5704
Кл.слова (ненормированные):
Exact solutions -- Group classification problem -- Lie symmetry analysis -- Thermodiffusion equations -- Transport coefficients -- Exact solution -- Group classification -- Lie symmetry analysis -- Thermodiffusion -- Transport coefficient
Аннотация: Three-dimensional equations describing heat and mass transfer in fluid mixtures with variable transport coefficients are studied. Using Lie group theory the forms of unknown thermal diffusivity, diffusion and thermal diffusion coefficients are found. The symmetries of the governing equations are calculated. It is shown that cases of Lie symmetry extension arise when arbitrary elements have the power-law, logarithmic and exponential dependencies on temperature and concentration. An exact solution is constructed for the case of linear dependence of diffusion and thermodiffusion coefficients on temperature. The solution demonstrates differences in concentration distribution in comparison with the same distribution under constant transport coefficients in the governing equations. © 2014 Elsevier B.V.
Scopus
Держатели документа:
Institute of Computational Modeling SB RAS, 50/44, Krasnoyarsk, Akademgorodok, Russian Federation
Доп.точки доступа:
Stepanova, I. V.
Кл.слова (ненормированные):
Exact solutions -- Group classification problem -- Lie symmetry analysis -- Thermodiffusion equations -- Transport coefficients -- Exact solution -- Group classification -- Lie symmetry analysis -- Thermodiffusion -- Transport coefficient
Аннотация: Three-dimensional equations describing heat and mass transfer in fluid mixtures with variable transport coefficients are studied. Using Lie group theory the forms of unknown thermal diffusivity, diffusion and thermal diffusion coefficients are found. The symmetries of the governing equations are calculated. It is shown that cases of Lie symmetry extension arise when arbitrary elements have the power-law, logarithmic and exponential dependencies on temperature and concentration. An exact solution is constructed for the case of linear dependence of diffusion and thermodiffusion coefficients on temperature. The solution demonstrates differences in concentration distribution in comparison with the same distribution under constant transport coefficients in the governing equations. © 2014 Elsevier B.V.
Scopus
Держатели документа:
Institute of Computational Modeling SB RAS, 50/44, Krasnoyarsk, Akademgorodok, Russian Federation
Доп.точки доступа:
Stepanova, I. V.
Stability of exact solutions describing two-layer flows with evaporation at the interface
/ V. B. Bekezhanova, O. N. Goncharova // Fluid Dyn. Res. - 2016. - Vol. 48, Is. 6, DOI 10.1088/0169-5983/48/6/061408
. - ISSN 0169-5983
Кл.слова (ненормированные):
exact solution -- finiteamplitude perturbations -- thermocapillary interface -- two-layer flow -- Capillary flow -- Flow of gases -- Gases -- Heat conduction -- Natural convection -- Temperature -- Thermal gradients -- Exact solution -- Finite-amplitude perturbations -- Longitudinal gradients -- Oberbeck-Boussinesq approximation -- Oscillatory perturbations -- Thermocapillary -- Thermocapillary effect -- Two-layer flows -- Navier Stokes equations
Аннотация: A new exact solution of the equations of free convection has been constructed in the framework of the Oberbeck-Boussinesq approximation of the Navier-Stokes equations. The solution describes the joint flow of an evaporating viscous heat-conducting liquid and gas-vapor mixture in a horizontal channel. In the gas phase the Dufour and Soret effects are taken into account. The consideration of the exact solution allows one to describe different classes of flows depending on the values of the problem parameters and boundary conditions for the vapor concentration. A classification of solutions and results of the solution analysis are presented. The effects of the external disturbing influences (of the liquid flow rates and longitudinal gradients of temperature on the channel walls) on the stability characteristics have been numerically studied for the system HFE7100-nitrogen in the common case, when the longitudinal temperature gradients on the boundaries of the channel are not equal. In the system both monotonic and oscillatory modes can be formed, which damp or grow depending on the values of the initial perturbations, flow rates and temperature gradients. Hydrodynamic perturbations are most dangerous under large gas flow rates. The increasing oscillatory perturbations are developed due to the thermocapillary effect under large longitudinal gradients of temperature. The typical forms of the disturbances are shown. © 2016 The Japan Society of Fluid Mechanics and IOP Publishing Ltd.
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Держатели документа:
Institute of Computational Modelling SB RAS, 50/44 Krasnoyarsk, Akademgorodok, Russian Federation
Institute of Mathematics and Computer Science, Siberian Federal University, Svobodny 79, Krasnoyarsk, Russian Federation
Altai State University, Lenina 61, Barnaul, Russian Federation
Institute of Thermophysics, SB RAS, Lavrentyev 1, Novosibirsk, Russian Federation
Доп.точки доступа:
Bekezhanova, V. B.; Goncharova, O. N.
Кл.слова (ненормированные):
exact solution -- finiteamplitude perturbations -- thermocapillary interface -- two-layer flow -- Capillary flow -- Flow of gases -- Gases -- Heat conduction -- Natural convection -- Temperature -- Thermal gradients -- Exact solution -- Finite-amplitude perturbations -- Longitudinal gradients -- Oberbeck-Boussinesq approximation -- Oscillatory perturbations -- Thermocapillary -- Thermocapillary effect -- Two-layer flows -- Navier Stokes equations
Аннотация: A new exact solution of the equations of free convection has been constructed in the framework of the Oberbeck-Boussinesq approximation of the Navier-Stokes equations. The solution describes the joint flow of an evaporating viscous heat-conducting liquid and gas-vapor mixture in a horizontal channel. In the gas phase the Dufour and Soret effects are taken into account. The consideration of the exact solution allows one to describe different classes of flows depending on the values of the problem parameters and boundary conditions for the vapor concentration. A classification of solutions and results of the solution analysis are presented. The effects of the external disturbing influences (of the liquid flow rates and longitudinal gradients of temperature on the channel walls) on the stability characteristics have been numerically studied for the system HFE7100-nitrogen in the common case, when the longitudinal temperature gradients on the boundaries of the channel are not equal. In the system both monotonic and oscillatory modes can be formed, which damp or grow depending on the values of the initial perturbations, flow rates and temperature gradients. Hydrodynamic perturbations are most dangerous under large gas flow rates. The increasing oscillatory perturbations are developed due to the thermocapillary effect under large longitudinal gradients of temperature. The typical forms of the disturbances are shown. © 2016 The Japan Society of Fluid Mechanics and IOP Publishing Ltd.
Scopus,
Смотреть статью
Держатели документа:
Institute of Computational Modelling SB RAS, 50/44 Krasnoyarsk, Akademgorodok, Russian Federation
Institute of Mathematics and Computer Science, Siberian Federal University, Svobodny 79, Krasnoyarsk, Russian Federation
Altai State University, Lenina 61, Barnaul, Russian Federation
Institute of Thermophysics, SB RAS, Lavrentyev 1, Novosibirsk, Russian Federation
Доп.точки доступа:
Bekezhanova, V. B.; Goncharova, O. N.
Synthesis of hybrid systems of pattern recognition on the basis of procedure of consecutive correction of decision functions
/ V. A. Lapko, A. V. Lapko, Y. P. Yuronen // XII INTERNATIONAL SCIENTIFIC AND RESEARCH CONFERENCE TOPICAL ISSUES IN : IOP PUBLISHING LTD, 2016. - Vol. 155: 12th International Scientific and Research Conference on Topical Issues (APR 11-15, 2016, Krasnoyarsk, RUSSIA). - Ст. UNSP 012036. - (IOP Conference Series-Materials Science and Engineering), DOI 10.1088/1757-899X/155/1/012036. - Cited References:8
. -
РУБ Engineering, Aerospace
Аннотация: Hybrid systems of pattern recognition in the conditions of large volumes of the training selections and not stationarity of classification objects are offered. Asymptotic properties of their decision function are investigated.
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Scopus
Держатели документа:
Reshetnev Siberian State Aerosp Univ, 31 Krasnoyarsky Rabochy Av, Krasnoyarsk 660037, Russia.
RAS, Inst Comp Modeling, Siberian Branch, 50 Akademgorodok, Krasnoyarsk 660036, Russia.
Доп.точки доступа:
Lapko, V. A.; Lapko, A. V.; Yuronen, Yu P.
Аннотация: Hybrid systems of pattern recognition in the conditions of large volumes of the training selections and not stationarity of classification objects are offered. Asymptotic properties of their decision function are investigated.
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Scopus
Держатели документа:
Reshetnev Siberian State Aerosp Univ, 31 Krasnoyarsky Rabochy Av, Krasnoyarsk 660037, Russia.
RAS, Inst Comp Modeling, Siberian Branch, 50 Akademgorodok, Krasnoyarsk 660036, Russia.
Доп.точки доступа:
Lapko, V. A.; Lapko, A. V.; Yuronen, Yu P.
Методы стандартизации и классификации записей о месте рождения и профессиональной деятельности в данных переписи Великобритании 1851-1911 гг
[Текст] : научное издание / Кевин Шурер, Татьяна Геннадьевна Пенькова // Историческая информатика. Информационные технологии и математические методы в исторических исследованиях и образовании. - 2016. - № 3-4. - С. 41-56
. - ISSN 2306-0891
Перевод заглавия: METHODS OF STANDARDISING AND CODING BIRTHPLACE STRINGS AND OCCUPATIONAL TITLES BRITISH CENSUSES 1851-1911
Кл.слова (ненормированные):
стандартизация -- классификация -- обработка текстуальных данных -- перепись населения -- великобритания -- Historic census data -- Birthplace standardisation -- Occupation coding
Аннотация: Представлены методы стандартизации и классификации текстуальных записей о месте рождения и профессиональной деятельности, полученных по данным переписи населения Англии, Уэльса и Шотландии за 1851-1911 гг. Разработаны алгоритмы формирования классификационных кодов профессий и идентификации географических районов на основе сопоставления исходных и справочных данных. Предложенные методы основаны на интеграции вычислительных технологий, математических методов и экспертных знаний.
This paper presents a technique of standardising and coding textual birthplace and occupation strings in the censuses of England and Wales and Scotland, 1851-1911. The approaches are based upon the integration of the computer technologies, mathematical methods and expert knowledge. The classification of occupations is defined by two algorithms based on statistical decision theory in order to allocate codes from the original occupation strings. The method of standardising parishes is based on the comparison of original birthplace strings and reference data.
РИНЦ
Держатели документа:
Институт вычислительного моделирования
Университет Лестера
Доп.точки доступа:
Шурер, Кевин; Schurer Kevin; Пенькова, Татьяна Геннадьевна; Penkova Tatyana G.
Перевод заглавия: METHODS OF STANDARDISING AND CODING BIRTHPLACE STRINGS AND OCCUPATIONAL TITLES BRITISH CENSUSES 1851-1911
Кл.слова (ненормированные):
стандартизация -- классификация -- обработка текстуальных данных -- перепись населения -- великобритания -- Historic census data -- Birthplace standardisation -- Occupation coding
Аннотация: Представлены методы стандартизации и классификации текстуальных записей о месте рождения и профессиональной деятельности, полученных по данным переписи населения Англии, Уэльса и Шотландии за 1851-1911 гг. Разработаны алгоритмы формирования классификационных кодов профессий и идентификации географических районов на основе сопоставления исходных и справочных данных. Предложенные методы основаны на интеграции вычислительных технологий, математических методов и экспертных знаний.
This paper presents a technique of standardising and coding textual birthplace and occupation strings in the censuses of England and Wales and Scotland, 1851-1911. The approaches are based upon the integration of the computer technologies, mathematical methods and expert knowledge. The classification of occupations is defined by two algorithms based on statistical decision theory in order to allocate codes from the original occupation strings. The method of standardising parishes is based on the comparison of original birthplace strings and reference data.
РИНЦ
Держатели документа:
Институт вычислительного моделирования
Университет Лестера
Доп.точки доступа:
Шурер, Кевин; Schurer Kevin; Пенькова, Татьяна Геннадьевна; Penkova Tatyana G.
Analysis of the characteristic perturbations spectrum of the exact invariant solution of the microconvection equations
/ V. B. Bekezhanova // Int. J. Heat Mass Transf. - 2018. - Vol. 118. - P570-586, DOI 10.1016/j.ijheatmasstransfer.2017.11.021
. - ISSN 0017-9310
Кл.слова (ненормированные):
Exact solution -- Microconvection -- Stability -- Convergence of numerical methods -- Fluid dynamics -- Heat flux -- Hydrodynamics -- Silica -- Exact solution -- Hydrodynamic disturbances -- Incompressible liquids -- Microconvection -- Physical interpretation -- Spatial perturbations -- Stationary fluid flow -- Temperature perturbations -- Flow of fluids
Аннотация: The properties of an exact invariant solution of the equations of microconvection of isothermally incompressible liquids have been investigated. The solution describes a stationary fluid flow in a vertical channel. The temperature or heat flux can be given at the solid boundaries of the channel. A classification of the solutions and their physical interpretation are suggested. In accordance with the classification the solutions describe different types of flows. The solution of the stability problem of all classes of flows in the vertical channel with the given temperature on the walls is presented. The structure of the spectrum of small non-stationary spatial perturbations for the model medium (silicon dioxide melt) has been studied, depending on the configuration of the perturbation wave, thickness channel, thermal and gravitational effects. The formation regularities of different types of the thermal and hydrodynamic disturbances have been determined. The interaction of the thermal and hydrodynamic perturbations leads to the formation of various convective structures. Typical patterns of the velocity and temperature perturbations and relations of critical characteristics of the instability are presented, depending on the problem parameters. The most dangerous mechanisms change from hydrodynamic to thermal ones with the variation of the viscous and thermal liquid properties. © 2017 Elsevier Ltd
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Держатели документа:
Institute of Computational Modeling SB RAS, Akademgorodok 50/44, Krasnoyarsk, Russian Federation
Siberian Federal University, Svobodny pr. 79, Krasnoyarsk, Russian Federation
Доп.точки доступа:
Bekezhanova, V. B.
Кл.слова (ненормированные):
Exact solution -- Microconvection -- Stability -- Convergence of numerical methods -- Fluid dynamics -- Heat flux -- Hydrodynamics -- Silica -- Exact solution -- Hydrodynamic disturbances -- Incompressible liquids -- Microconvection -- Physical interpretation -- Spatial perturbations -- Stationary fluid flow -- Temperature perturbations -- Flow of fluids
Аннотация: The properties of an exact invariant solution of the equations of microconvection of isothermally incompressible liquids have been investigated. The solution describes a stationary fluid flow in a vertical channel. The temperature or heat flux can be given at the solid boundaries of the channel. A classification of the solutions and their physical interpretation are suggested. In accordance with the classification the solutions describe different types of flows. The solution of the stability problem of all classes of flows in the vertical channel with the given temperature on the walls is presented. The structure of the spectrum of small non-stationary spatial perturbations for the model medium (silicon dioxide melt) has been studied, depending on the configuration of the perturbation wave, thickness channel, thermal and gravitational effects. The formation regularities of different types of the thermal and hydrodynamic disturbances have been determined. The interaction of the thermal and hydrodynamic perturbations leads to the formation of various convective structures. Typical patterns of the velocity and temperature perturbations and relations of critical characteristics of the instability are presented, depending on the problem parameters. The most dangerous mechanisms change from hydrodynamic to thermal ones with the variation of the viscous and thermal liquid properties. © 2017 Elsevier Ltd
Scopus,
Смотреть статью,
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Держатели документа:
Institute of Computational Modeling SB RAS, Akademgorodok 50/44, Krasnoyarsk, Russian Federation
Siberian Federal University, Svobodny pr. 79, Krasnoyarsk, Russian Federation
Доп.точки доступа:
Bekezhanova, V. B.
Application of data infrastructure for estimation of emergency risks
/ V. V. Nicheporchuk, N. A. Chernyakova // CEUR Workshop Proceedings : CEUR-WS, 2017. - Vol. 2033: 2017 All-Russian Conference "Spatial Data Processing for Monitoring of Natural and Anthropogenic Processes, SDM 2017 (29 August 2017 through 31 August 2017, ) Conference code: 132851. - С. 280-284
. -
Кл.слова (ненормированные):
Data analysis technologies -- Data warehouse -- Information exchange -- Data handling -- Data warehouses -- Monitoring -- Risk perception -- Risks -- Data classification -- Data infrastructure -- Emergency risk -- Information exchanges -- Information resource -- Territorial risks -- Information management
Аннотация: This paper presents a method of information resources formation to estimate and manage the territorial risks. The monitoring data classification as a basis for formation of centralized data warehouse is proposed in the paper.
Scopus
Держатели документа:
Federal Research Center Krasnoyarsk Science Center of Siberian Branch of Russian Academy of Sciences, Institute of Computational Modelling SB RAS, Krasnoyarsk, Russian Federation
Institute of Computational Technologies SB RAS, Krasnoyarsk Branch, Krasnoyarsk, Russian Federation
Доп.точки доступа:
Nicheporchuk, V. V.; Chernyakova, N. A.
Кл.слова (ненормированные):
Data analysis technologies -- Data warehouse -- Information exchange -- Data handling -- Data warehouses -- Monitoring -- Risk perception -- Risks -- Data classification -- Data infrastructure -- Emergency risk -- Information exchanges -- Information resource -- Territorial risks -- Information management
Аннотация: This paper presents a method of information resources formation to estimate and manage the territorial risks. The monitoring data classification as a basis for formation of centralized data warehouse is proposed in the paper.
Scopus
Держатели документа:
Federal Research Center Krasnoyarsk Science Center of Siberian Branch of Russian Academy of Sciences, Institute of Computational Modelling SB RAS, Krasnoyarsk, Russian Federation
Institute of Computational Technologies SB RAS, Krasnoyarsk Branch, Krasnoyarsk, Russian Federation
Доп.точки доступа:
Nicheporchuk, V. V.; Chernyakova, N. A.
Supersymmetry in genomes and chargaff's second rule
/ Y. Grebnev, M. Sadovskiy ; ed. O. G. Berestneva [et al.] // PROCEEDINGS OF THE IV INTERNATIONAL RESEARCH CONFERENCE INFORMATION : ATLANTIS PRESS, 2017. - Vol. 72: 4th International Scientific Research Conference on Information (DEC 05-08, 2017, Tomsk, RUSSIA). - P368-370. - (ACSR-Advances in Comptuer Science Research), DOI 10.2991/itsmssm-17.2017.76. - Cited References:4
. -
Кл.слова (ненормированные):
palindromes -- frequency -- classification -- correlation -- taxonomy -- evolution
Аннотация: Some preliminary results are provided towards the study of the violation of genomic super-symmetry; that latter is the so called Second Chargaff's rule. The rule stipulates that oligonucleotides that could be read equally in opposite directions with respect to the symbol change according to the complimentary law (complimentary palindromes) should exhibit pretty close frequency. We have checked the genomes of organisms of various taxa ranging from viruses via bacteria, yeasts, animals, plants, etc.; more than 1500 genetic sequences had been studied, totally. The measure for the second rule violation was calculated for a single strand. Both intragenomic, and intergenomic studies have been carried out. It was found that intragenomic variability decays, as the length of string grows up. The intergenomic variability is comparable to the intragenomic one, for considerably short strings.
WOS
Держатели документа:
Siberian Fed Univ, Krasnoyarsk, Russia.
Russian Acad Sci, Siberian Branch, Inst Computat Modeling, Krasnoyarsk, Russia.
Доп.точки доступа:
Grebnev, Yaroslav; Sadovskiy, Michail; Berestneva, O.G. \ed.\; Tikhomirov, A.A. \ed.\; Trufanov, A.I. \ed.\; Kataev, M.Y. \ed.\
Кл.слова (ненормированные):
palindromes -- frequency -- classification -- correlation -- taxonomy -- evolution
Аннотация: Some preliminary results are provided towards the study of the violation of genomic super-symmetry; that latter is the so called Second Chargaff's rule. The rule stipulates that oligonucleotides that could be read equally in opposite directions with respect to the symbol change according to the complimentary law (complimentary palindromes) should exhibit pretty close frequency. We have checked the genomes of organisms of various taxa ranging from viruses via bacteria, yeasts, animals, plants, etc.; more than 1500 genetic sequences had been studied, totally. The measure for the second rule violation was calculated for a single strand. Both intragenomic, and intergenomic studies have been carried out. It was found that intragenomic variability decays, as the length of string grows up. The intergenomic variability is comparable to the intragenomic one, for considerably short strings.
WOS
Держатели документа:
Siberian Fed Univ, Krasnoyarsk, Russia.
Russian Acad Sci, Siberian Branch, Inst Computat Modeling, Krasnoyarsk, Russia.
Доп.точки доступа:
Grebnev, Yaroslav; Sadovskiy, Michail; Berestneva, O.G. \ed.\; Tikhomirov, A.A. \ed.\; Trufanov, A.I. \ed.\; Kataev, M.Y. \ed.\
004.93
С 38
С 38
Синтез и анализ непараметрических систем распознавания образов, основанных на декомпозиции обучающей выборки по размерности
[Текст] : статья / А. В. Лапко, В. А. Лапко, Е. А. Юронен // Актуальные проблемы авиации и космонавтики. - 2017. - Т. 2, № 13. - С. 35-37
Перевод заглавия: Synthesis and the analysis of the nonparametric systems of a pattern recognition based on decomposition on dimension of the training selection
Кл.слова (ненормированные):
распознавание образов -- непараметрические системы -- большая размерность -- декомпозиция обучающей выборки -- pattern recognition -- nonparametric systems -- high-dimension -- decomposition of training sample
Аннотация: С позиций принципов декомпозиции обучающей выборки и коллективного оценивания предлагается методика синтеза многоуровневых непараметрических систем распознавания образов для многоальтернативной задачи классификации. Их применение обеспечивает высокую вычислительную эффективность обработки информации большой размерности.
From positions of the principles of training selection decomposition and collective estimation the synthesis technique of multilevel nonparametric systems of pattern recognition for the multialternate classification problem is offered. Their application provides high computing performance of information processing of big dimension.
РИНЦ
Держатели документа:
Институт вычислительного моделирования СО РАН
Сибирский государственный аэрокосмический университет имени академика М. Ф. Решетнева
Сибирский федеральный университет
Доп.точки доступа:
Лапко, А.В.; Lapko A.V.; Лапко, В.А.; Lapko V.A.; Юронен, Е.А.; Yuronen E.A.
Перевод заглавия: Synthesis and the analysis of the nonparametric systems of a pattern recognition based on decomposition on dimension of the training selection
| УДК |
Кл.слова (ненормированные):
распознавание образов -- непараметрические системы -- большая размерность -- декомпозиция обучающей выборки -- pattern recognition -- nonparametric systems -- high-dimension -- decomposition of training sample
Аннотация: С позиций принципов декомпозиции обучающей выборки и коллективного оценивания предлагается методика синтеза многоуровневых непараметрических систем распознавания образов для многоальтернативной задачи классификации. Их применение обеспечивает высокую вычислительную эффективность обработки информации большой размерности.
From positions of the principles of training selection decomposition and collective estimation the synthesis technique of multilevel nonparametric systems of pattern recognition for the multialternate classification problem is offered. Their application provides high computing performance of information processing of big dimension.
РИНЦ
Держатели документа:
Институт вычислительного моделирования СО РАН
Сибирский государственный аэрокосмический университет имени академика М. Ф. Решетнева
Сибирский федеральный университет
Доп.точки доступа:
Лапко, А.В.; Lapko A.V.; Лапко, В.А.; Lapko V.A.; Юронен, Е.А.; Yuronen E.A.