Neural networks applications for environmental safety assessment of roads in Ukraine Cover Image

Możliwości zastosowania sieci neuronowych do oceny bezpieczeństwa ekologicznego dróg na Ukrainie
Neural networks applications for environmental safety assessment of roads in Ukraine

Author(s): Vitalii Naumov, Nataliya Vnukova, Ganna Zhelnovach
Subject(s): Architecture, Geography, Regional studies
Published by: Biblioteka Politechniki Lubelskiej
Keywords: neural networks; environmental safety; roads; monitoring system

Summary/Abstract: 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.

  • Issue Year: 13/2014
  • Issue No: 1
  • Page Range: 339-347
  • Page Count: 10
  • Language: Polish
Toggle Accessibility Mode