Open AccessNeural networks applications for environmental safety assessment of roads in Ukraine
Author(s) -
Vitalii Naumov,
Н. В. Внукова,
Gаnna Zhelnovach
Publication year - 2014
Publication title -
budownictwo i architektura
Language(s) - English
Resource type - Journals
eISSN - 1899-0665
pISSN - 2544-3275
DOI - 10.35784/bud-arch.1951
Subject(s) - environmental safety , artificial neural network , environmental quality , computer science , fuzzy logic , transport engineering , quality (philosophy) , environmental planning , environmental science , environmental resource management , risk analysis (engineering) , business , engineering , artificial intelligence , medicine , philosophy , human health , environmental health , epistemology , political science , law
The analysis of problems and of approaches for ensuring the environmental safety of roads in Ukraine has been performed. The proposed mathematical model on the basis of neural networks allows numerical evaluation of quality of road area in the conditions of incomplete and fuzzy information. The proposed approach allows the determination of roads’ environmental safety level, the indication of necessity for arrangement of environmental monitoring stations, and allows the development of a number of activities for environmental protection on the road sections as well.