Recherchers economiques manageriales
Volume 20, Numéro 1, Pages 450-462
2026-06-10

The Contribution Of Machine Learning For Optimized Management: Urban Networks In Smart Cities

Authors : Bentaleb-haddadou Ourida . Fyad Houda .

Abstract

This article explains how machine learning algorithms transform smart cities by optimizing operational efficiency through network management. Therefore, by processing more abundant data, the ML algorithms perfect their ability to identify atypical behaviors, adjust dynamic flows and reduce energy consumption. Their implementation raises challenges, so it is crucial to evaluate their promises and challenges to judge their relevance to the future requirements of the city.

Keywords

Machine learning ; urban networks ; smart cities ; infrastructure optimization ; urban sustainability.