Possible applications of neural networks in managing urban road networks (CROSBI ID 695258)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Marović, Ivan
engleski
Possible applications of neural networks in managing urban road networks
Life-cycle management of urban road networks as a part of an urban system is a very complex process from the management standpoint of social, technical and economic aspects. The complexity and multidisciplinarity of such a problem suggest the need for using soft computing tools as well as multi-criteria analysis and group decision- making. Recently, there is a significant increase in using various soft computing tools, especially neural networks, for different prediction purposes in the field of road construction planning and management. Along with known advantages of such a prediction method, yet some applications showed the shortcomings. In that sense, the focus of this research is on possible applications of neural networks related to the life-cycle phases during the management of urban road projects. This is done in both horizontal (projects’ life-cycle phases) and vertical (hierarchical decision-making levels) approach. The final aim of the research is to compare and highlight the possible applications of neural networks as a prediction tool and support for decision-making in urban road management.
Decision support ; Neural networks ; Project management ; Strategic planning
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Podaci o prilogu
639-646.
2020.
objavljeno
10.23967/dbmc.2020.112
Podaci o matičnoj publikaciji
Serrat, Carles ; Casas, Joan Ramon ; Gibert, Vicente
Barcelona: International Center for Numerical Methods in Engineering (CIMNE)
978-84-121101-8-0
Podaci o skupu
15th International Conference on Durability of Building Materials and Components (DBMC 2020)
pozvano predavanje
20.10.2020-23.10.2020
Barcelona, Španjolska