Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Sokolinskaya, Irina"'
Publikováno v:
Supercomputing Frontiers and Innovations. 2021. Vol. 8, No. 3. P. 51-61
The article presents and evaluates a scalable algorithm for validating solutions of linear programming problems on cluster computing systems. The main idea of the method is to generate a regular set of points (validation set) on a small-radius hypers
Externí odkaz:
http://arxiv.org/abs/2106.05485
Publikováno v:
Communications in Computer and Information Science. 2021, vol. 1437. 164-177
The article presents and evaluates a scalable FRaGenLP algorithm for generating random linear programming problems of large dimension $n$ on cluster computing systems. To ensure the consistency of the problem and the boundedness of the feasible regio
Externí odkaz:
http://arxiv.org/abs/2105.10384
Publikováno v:
Proceedings - 2020 Global Smart Industry Conference, GloSIC 2020. IEEE, 2020. P. 20-26. Article number 9267854
In the development of industrial digital twins, the optimization problem of technological and business processes often arises. In many cases, this problem can be reduced to a large-scale linear programming (LP) problem. The article is devoted to the
Externí odkaz:
http://arxiv.org/abs/2006.14921
Publikováno v:
Lobachevskii J. Math. 41 (2020) 1571-1580
In this paper, a scalable iterative projection-type algorithm for solving non-stationary systems of linear inequalities is considered. A non-stationary system is understood as a large-scale system of inequalities in which coefficients and constant te
Externí odkaz:
http://arxiv.org/abs/2003.09956
The paper is devoted to a scalability study of the NSLP algorithm for solving non-stationary high-dimension linear programming problem on the cluster computing systems. The analysis is based on the BSF model of parallel computations. The BSF model is
Externí odkaz:
http://arxiv.org/abs/1709.04640
Publikováno v:
Communications in Computer and Information Science, vol. 753. pp. 86-100. Springer, Cham (2017)
The Big Data phenomenon has spawned large-scale linear programming problems. In many cases, these problems are non-stationary. In this paper, we describe a new scalable algorithm called NSLP for solving high-dimensional, non-stationary linear program
Externí odkaz:
http://arxiv.org/abs/1706.10030
Autor:
Sokolinsky, Leonid B.1 (AUTHOR) leonid.sokolinsky@susu.ru, Sokolinskaya, Irina M.1 (AUTHOR)
Publikováno v:
Mathematics (2227-7390). Apr2023, Vol. 11 Issue 7, p1654. 28p.
