Naslov
Possible applications of neural networks in managing urban road networks

Autori
Marović, Ivan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Current Topics and Trends on Durability of Building Materials and Components / Serrat, Carles ; Casas, Joan Ramon ; Gibert, Vicente - Barcelona : International Center for Numerical Methods in Engineering (CIMNE), 2020, 639-646

ISBN
978-84-121101-8-0

Skup
15th International Conference on Durability of Building Materials and Components (DBMC 2020)

Mjesto i datum
Barcelona, Španjolska, 20.10.2020. - 23.10.2020

Vrsta sudjelovanja
Pozvano predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Decision support ; Neural networks ; Project management ; Strategic planning

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Građevinarstvo, Projektni menadžment

POVEZANOST RADA