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Journal of Automation and Information Sciences
SJR: 0.275 SNIP: 0.59 CiteScore™: 0.8

ISSN Imprimer: 1064-2315
ISSN En ligne: 2163-9337

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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v42.i3.30
pages 30-46

General Approach to Solving Optimization Problems in Distributed Computing Systems and Theory of Intelligence Systems Construction

Sergey V. Listrovoy
Ukrainian State Academy of Railway Transport, Kharkov
Sergey V. Minukhin
Kharkov National University of Economics

RÉSUMÉ

Universal procedures for solving a wide range of discrete optimization problems which can be efficiently parallelized on the basis of cyclic parallel computing structures are proposed. The problem solution is based on the idea of the space of possible solutions of problems of discrete optimization and graph theory in the form of the contracted tree of all paths. Extreme paths formation on the layer of the tree can be carried out simultaneously enabling effective parallelization of computational process to be organized. The analysis of possibilities of using the proposed generalized procedures for constructing intelligent computing systems is performed.


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