Real Data Generator for Optimization Issues in FTTx Networks

Vol 56, 2024 - 310129
Poster formatting rules (PS)
Favorite this paper
How to cite this paper?
Abstract

Many publications in the field of optimization often focus on developing methods to solve problems, and often don't take the time to perform computational tests with real data. In many problems, the scenarios for testing are generated with random data, which does not always match the reality of the problem to be solved. After modeling an FTTx network and generating input data for a small city, it was observed that the behavior of the network differs greatly when compared to large urban centers, precisely because of the characteristic of the clients being concentrated in a small region, that is, in a network with low customer density. Typically, companies that work in regions with lower customer density are small businesses. In fact, these companies provide internet service, in some cases, to rural regions or the network structure passes through a rural region. Based on this problem, an online tool was developed where it is possible to demarcate the entire network infrastructure or upload it from a file with the coordinates. For example, the electrical grid infrastructures in Brazil are via poles, and it is only necessary to georeference the customers of this network. After locating the clients and poles in the region to be evaluated, it is possible to generate the input data for the FTTx network design problem

Share your ideas or questions with the authors!

Did you know that the greatest stimulus in scientific and cultural development is curiosity? Leave your questions or suggestions to the author!

Sign in to interact

Have a question or suggestion? Share your feedback with the authors!

Institutions
  • 1 Universidade Federal de Santa Maria
Track
  • 15. PM – Mathematical Programming
Keywords
Instances
FTTx Networks
Optimization