Artificial neural network method in solving smart cities construction fuzzy multi-objective linear programming problems

Autor: Ohud A. Alqasem, Maysaa Elmahi Abd Elwahab, M. Bakr, Hamed D. Al-Sharari, Khaled Elsharkawy
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: AIP Advances, Vol 14, Iss 7, Pp 075015-075015-4 (2024)
Druh dokumentu: article
ISSN: 2158-3226
DOI: 10.1063/5.0200910
Popis: Nowadays, the increasing demands of smart cities require innovative technologies to optimize resource utilization and minimize costs. This research focuses on the construction sector, specifically the production of advanced high-strength steel. We address practical application problems from the iron and steel factory in Annaba, Algeria, known as fuzzy multi-objective linear programming problems. Two methods are applied: a mathematical model and Artificial Neural Networks (ANNs). Results indicate that the ANN approach offers significant time and effort savings.
Databáze: Directory of Open Access Journals