INTEGRATED MANAGEMENT DECISION-MAKING METHODOLOGY USING NEURAL NETWORK TECHNOLOGY IN ORGANIZATIONS PROVIDING TELECOMMUNICATIONS INFRASTRUCTURE

UDC 004.032.26
DOI: 10.36871/ek.up.p.r.2024.10.01.008

Authors

Alexander E. Loginov,
Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia

Abstract

The article discusses the development of an integrated methodology for managerial de-cision-making in organizations providing telecommunications infrastructure using neural network tech-nologies. The main focus is on evaluating the effectiveness of various business processes, selecting pro-duction facilities and optimizing the telecommunications network. The analysis of the key factors influ-encing decision-making is given, and a model based on synthetic data is proposed to improve manage-ment decisions in conditions of uncertainty.

Keywords

integral methodology, neural networks, telecommunications, business processes, net-work optimization, decision-making, digital economy.