A characterization of the functioning of network objects in a multi-dimensional
information monitoring environment is given. The main aspects of the evaluation of the
quality of functioning in the conditions of digitalization are considered. The necessity of
development of object-oriented methods of mathematical modeling and numerical
optimization of the process under study is shown. The two-level nature of the orderliness of
the elements of a multidimensional information monitoring environment and the possibility of
their representation in the form of numeric sets are substantiated. The main classes of
numeric sets transformations are given. The dependence of the majority of transformations
on expert assessments in the interaction of the incorporation of network objects with the
managing centre and consumers of the results of the operation are evaluated. The types of
mathematical modeling and methods for their implementation that correspond to the
transformations of the numeric sets: structural, statistical, expert-aggregation, expert classification, expert-optimization are proposed. At the same time, expert optimization
modeling is aimed at the sequential reduction of variants of qualitative functioning of
network objects with the use of numerical methods of randomized search and expert
evaluation.
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Shvindt Antoniy Nikolaevich
Email: office@vivt.ru
Ministry of Education and Science of the Russian Federation
Moscow, Russian Federation
