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Artyom V. Gorchakov, Liliya A. Demidova and Peter N. Sovietov
In this paper we consider the research and development of classifiers that are trained to predict the task solved by source code. Possible applications of such task detection algorithms include method name prediction, hardware?software partitioning, prog...
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Andrei Gorchakov
Pág. 1 - 5
When developing parallel methods for solving many numerical methods for solving applied problems, in particular the branch-and-bound method, the problem of load balancing arises. The choice of implementation options at the moment has been proposed quite ...
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Liliya A. Demidova and Artyom V. Gorchakov
The massive nature of modern university programming courses increases the burden on academic workers. The Digital Teaching Assistant (DTA) system addresses this issue by automating unique programming exercise generation and checking, and provides means f...
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Liliya A. Demidova and Artyom V. Gorchakov
Inspired by biological systems, swarm intelligence algorithms are widely used to solve multimodal optimization problems. In this study, we consider the hybridization problem of an algorithm based on the collective behavior of fish schools. The algorithm ...
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Andrei Y. Gorchakov
Pág. 8 - 11
One of the approaches to hybridization and selection of parameters of minimization methods used in the multi-start method is proposed and experimentally tested. The approach consists in a combination of one-dimensional search methods ...
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?.Y. Gorchakov
Pág. 65 - 69
This paper proposes a parallel implementation of the method of non-uniform coverings, designed for computing systems with shared memory. The method of non-uniform coverings is one of the most well-known deterministic methods for solving global optimizati...
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Andrei Gorchakov,Andrei Ignatov,Dmitry Malyshev,Mikhail Posypkin
Pág. 1 - 7
The workspace of a robot is the set of positions that can be taken by its working tool. The understanding of the workspace is necessary when designing robots, planning their location, assessing their functionality, the path planning of the robot. So far ...
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A.Yu Gorchakov,V.U. Malkova
Pág. 12 - 17
In this paper, a comparative analysis of four types of processors is performed using the example of the problem of restoring the initial data for the transport equation. The problem is solved by the Levenberg-Marquardt method, which is decomposed into fo...
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A.Y. Gorchakov,M.A. Posypkin,Y.V. Yamchenko
Pág. 34 - 41
In this paper, we consider three effective parallel implementations of the nonuniform method covering intended for computing systems with shared memory. The nonuniform covering method is one of the most well-known deterministic methods for solving global...
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Andrei Y. Gorchakov
Pág. 49 - 53
In this paper, we consider the implementation of the three-pass method of fast automatic differentiation. Adding one more pass to the standard 2-pass method leads to a significant decrease in the consumption of RAM, with an insignificant (25%) increase i...
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