|
Reliability of the results of the studyBog'liq dissertatsiyaReliability of the results of the study. The reliability of the research results
is explained by the study and analysis of the problem, high performance
requirements for computer systems used for digital signal processing in the field of
geology, new methods based on spline functions, algorithms, and compliance with
the requirements for the creation of cluster technologies and multi-core systems.
Scientific and practical significance of the research results. The scientific
significance of the research results is explained by the theoretical and
methodological foundations for the development of parallel algorithms for digital
processing of two-dimensional signals, technical digital processing systems, and
difficult to formalize methods of decision making in information systems.
Implementation of the research results. On the creation of the results of the
analysis of algorithms based on cluster technologies for digital processing of two-
dimensional signals using bi cubic splines and the development of software tools: a
software tool implemented in the state institution "Institute of Hydrogeology and
Engineering Geology", created on the basis of the method of parallelizing digital
geophysical signals, determining the exact parameters of processing the incoming
signal, using cluster technologies, on the calculation of algorithms for the
computational processes of the system (reference No. 33-8/ 5088 of the State
Committee for Geology and Mineral Resources of the Republic of Uzbekistan dated
October 12, 2022). As a result, compared with the currently used calculation
algorithms of the system, using cluster technologies, a software tool for fast data
processing, spent on system calculations, increased by 16%, the assessment level
increased by 13-15%, labor productivity increased by 17% ;
A software tool created on the basis of an algorithm for digital signal
processing and smoothing using bi cubic spline methods was introduced into the
joint-stock company "UzAvto Motors", as a result of the proposed and mathematical
analysis of the method, algorithms and software research in comparison with
currently used settlement companies allow to increase the efficiency of system
calculations by 20-25%.
|
| |
