Publication result detail

The Convergence of Genetic Algorithms in GSM Network Optimization

ZÁVODNÝ, L., HANUS, S.

Original Title

The Convergence of Genetic Algorithms in GSM Network Optimization

English Title

The Convergence of Genetic Algorithms in GSM Network Optimization

Type

Paper in proceedings (conference paper)

Original Abstract

This paper deals with the monitoring of the genetic algorithms convergence. GSM network parameters such as the radio channel and emitted power of the transmitters are the object of the optimization. Signal to noise ratio is the criterion of optimization. The best setting of the algorithm parameters has been looked for on the basis of many random trials. The probability of mutation and of crossover was taken as the changeable parameters of optimization. Results are presented by number of bar graphs, which displays the progress of optimization at different settings.

English abstract

This paper deals with the monitoring of the genetic algorithms convergence. GSM network parameters such as the radio channel and emitted power of the transmitters are the object of the optimization. Signal to noise ratio is the criterion of optimization. The best setting of the algorithm parameters has been looked for on the basis of many random trials. The probability of mutation and of crossover was taken as the changeable parameters of optimization. Results are presented by number of bar graphs, which displays the progress of optimization at different settings.

Keywords

GSM radio network genetic algorithms convergence

Key words in English

GSM radio network genetic algorithms convergence

Authors

ZÁVODNÝ, L., HANUS, S.

Released

01.10.2003

Publisher

KoREMA, Croatian Society for Communications, Computing, Electronics, Measurement and Control

Location

Dubrovník

ISBN

953-6037-39-4

Book

Conference Proceeding ICECom 2003

Edition

Neuveden

Volume

Neuveden

Pages from

91

Pages count

4

BibTex

@inproceedings{BUT7782,
  author="Luděk {Závodný} and Stanislav {Hanus}",
  title="The Convergence of Genetic Algorithms in GSM Network Optimization",
  booktitle="Conference Proceeding ICECom 2003",
  year="2003",
  series="Neuveden",
  volume="Neuveden",
  number="1",
  pages="4",
  publisher="KoREMA, Croatian Society for Communications, Computing, Electronics, Measurement and Control",
  address="Dubrovník",
  isbn="953-6037-39-4"
}