Burliai I. The method of clustering of observations in information systems of the multilevel monitoring of fire safety

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0415U000676

Applicant for

Specialization

  • 05.13.06 - Інформаційні технології

03-03-2015

Specialized Academic Board

К 79.051.03

Essay

The object is data processing and conversion forms of information technology in the monitoring of the fire. The goal - to improve the accuracy and adequacy of the simulation results subject area information system multilevel monitoring fire fighting through more informative array of input data by clustering observations. Methods: cluster analysis, systems analysis, systems monitoring, automated control systems, applied statistics, decision theory, programming techniques. The theoretical results: the analysis of models, methods and tools used extinguishing agents process and training units to perform operational tasks, allowing evaluate the efficiency of existing methods and tools promoted processes and operational management of fire fighting task to formulate research. Bottom Line: The information technology multilevel monitoring of fire safety points clustering of observations; the technique of multilevel monitoring of fire safety points clustering of observations. The novelty: the first time a new method for clustering of observations points on the simulation results; first proposed a new method of forming arrays of input for the synthesis of multi-dimensional models of complex systems; improved method for detecting influential factors determining the progress of the fire; further elaborated technology information systems multilevel monitoring. The sphere of using is information technology.

Files

Similar theses