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Flow relaxation method in solving quasilinear parabolic equations
Computer Research and Modeling, 2011, v. 3, no. 1, pp. 47-53Views (last year): 1. Citations: 1 (RSCI).This article proposes a numeric method of solution of quasilinear parabolic equations, based on the flux approximation, describes the implementation of the method on a rectangular grid and presents numerical results. Unlike methods used in common practice, this method uses an approximation of flows in non-dilated template. For each iteration of the Newton method it is possible to solve a linear problem using the method of upper relaxation (SOR). Compared with the methods of flux sweeping, the considered method has greater potential for use in modern parallel computing system.
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Motion control simulating in a viscous liquid of a body with variable geometry of weights
Computer Research and Modeling, 2011, v. 3, no. 4, pp. 371-381Views (last year): 2. Citations: 16 (RSCI).Statement of a problem of management of movement of a body in a viscous liquid is given. Movement bodies it is induced by moving of internal material points. On a basis the numerical decision of the equations of movement of a body and the hydrodynamic equations approximating dependencies for viscous forces are received. With application approximations the problem of optimum control of body movement dares on the set trajectory with application of hybrid genetic algorithm. Possibility of the directed movement of a body under action is established back and forth motion of an internal point. Optimum control movement direction it is carried out by motion of other internal point on circular trajectory with variable speed.
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Digital signals filtering in continuous entry data mode operation
Computer Research and Modeling, 2012, v. 4, no. 1, pp. 55-61Views (last year): 6. Citations: 7 (RSCI).The article is dedicated to choose of method for digital signal filtering with continuous 'on-line' data entry and to use of filtration algorithm based on the fast wavelet transform for special problem.
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Adjoint grid parabolic quazilinear boundary-value problems
Computer Research and Modeling, 2012, v. 4, no. 2, pp. 275-291Views (last year): 1.In the paper we construct the adjoint problem for the explicit and implicit parabolic quazi-linear grid boundary-value problems with one spatial variable; the coefficients of the problems depend on the solution at the same time and earlier times. Dependence on the history of the solution is via the state vector; its evolution is described by the differential equation. Many models of diffusion mass transport are reduced to such boundary-value problems. Having solutions to the direct and adjoint problems, one can obtain the exact value of the gradient of a functional in the space of parameters the problem also depends on. We present solving algorithms, including the parallel one.
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Numerical identification of the dehydriding model in a BOINC-based grid system
Computer Research and Modeling, 2013, v. 5, no. 1, pp. 37-45Citations: 6 (RSCI).In the paper we consider the inverse problem of evaluating kinetic parameters of the model of dehydriding of metal powder using experimental data. The «blind search» in the space of parameters revealed multiple physically reasonable solutions. The solutions were obtained using high–performance computational modeling based on BOINC–grid.
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The mathematical formulation of the temperature control chip within a three-dimensional model and the solution method
Computer Research and Modeling, 2013, v. 5, no. 5, pp. 805-812Views (last year): 1. Citations: 1 (RSCI).The work deals the implementation of a three-dimensional mathematical model of the nonlinear time-varying temperature control and a numerical method of solving it.
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Review of MRI processing techniques and elaboration of a new two-parametric method of moments
Computer Research and Modeling, 2014, v. 6, no. 2, pp. 231-244Citations: 10 (RSCI).The paper provides a review of the existing methods of signals’ processing within the conditions of the Rice statistical model applicability. There are considered the principle development directions, the existing limitations and the improvement possibilities concerning the methods of solving the tasks of noise suppression and analyzed signals’ filtration by the example of magnetic-resonance visualization. A conception of a new approach to joint calculation of Rician signal’s both parameters has been developed based on the method of moments in two variants of its implementation. The computer simulation and the comparative analysis of the obtained numerical results have been conducted.
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Numerical research elastic and strength characteristics of materials with coverings, received by an electrospark alloying
Computer Research and Modeling, 2014, v. 6, no. 5, pp. 671-678Views (last year): 3. Citations: 5 (RSCI).In the work is numerically investigated the influence of elastic and strength characteristics of hard materials with coatings of refractory compounds, received electric-spark doping, at influence of temperature and power factors using the finite element method.
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Parallel calculations in the Darwin PIC-model
Computer Research and Modeling, 2015, v. 7, no. 1, pp. 61-69Views (last year): 2.The approach to parallel implementation of low-frequency PIC-algorithms is proposed, taking into account peculiarity of the nonradiative (Darwin) field approximation. Its advantages and specifics of adaptation to the base computer types for high performance calculations are discussed.
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Algorithm of artificial neural network architecture and training set size configuration within approximation of dynamic object behavior
Computer Research and Modeling, 2015, v. 7, no. 2, pp. 243-251Views (last year): 2. Citations: 8 (RSCI).The article presents an approach to configuration of an artificial neural network architecture and a training set size. Configuration is based on parameter minimization with constraints specifying neural network model quality criteria. The algorithm of artificial neural network architecture and training set size configuration is applied to dynamic object artificial neural network approximation.
Series of computational experiments were performed. The method is applicable to construction of dynamic object models based on non-linear autocorrelation neural networks.
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International Interdisciplinary Conference "Mathematics. Computing. Education"