Результаты исследований: Вклад в журнал › Материалы конференции › Рецензирование
Результаты исследований: Вклад в журнал › Материалы конференции › Рецензирование
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TY - JOUR
T1 - Application of neural network algorithms to optimize the development of residential neighbourhoods
AU - Salnikov, Viktor
AU - Pridvizhkin, Stanislav
AU - Prokhorov, Vitalii
AU - Tokhtuev, Atrem
PY - 2023
Y1 - 2023
N2 - The paper presents proposals for the use of neural network algorithms to optimize the development of residential neighbourhoods: the corresponding model is shown, its features are discussed, the relevance and prospects for the development of the proposed approach in the planning of new residential neighbourhoods are substantiated. The proposed model allows to optimize the economic efficiency of residential neighbourhoods by varying the parameters of their design, construction, and operation, considering the characteristics of the life cycle of construction and investment projects. © WFCES 2023.
AB - The paper presents proposals for the use of neural network algorithms to optimize the development of residential neighbourhoods: the corresponding model is shown, its features are discussed, the relevance and prospects for the development of the proposed approach in the planning of new residential neighbourhoods are substantiated. The proposed model allows to optimize the economic efficiency of residential neighbourhoods by varying the parameters of their design, construction, and operation, considering the characteristics of the life cycle of construction and investment projects. © WFCES 2023.
UR - http://www.scopus.com/inward/record.url?partnerID=8YFLogxK&scp=85171542536
U2 - 10.1051/e3sconf/202341902033
DO - 10.1051/e3sconf/202341902033
M3 - Conference article
VL - 419
JO - E3S Web of Conferences
JF - E3S Web of Conferences
SN - 2261-236X
M1 - 02033
ER -
ID: 45144156