Title :
Analysis of call and service control in telecommunications by using genetic algorithms
Author :
Lovrek, Ignac ; Sinkovic, Vjekoslav ; Jezic, Gordan
Author_Institution :
Dept. of Telecommun., Zagreb Univ., Croatia
Abstract :
This paper deals with an approach for the analysis of call and service controls in telecommunications where genetic algorithms are used for finishing time evaluation. A simple genetic algorithm with crossover, mutation and reproduction operators, an improved algorithm with cloning operator as well as an adaptive genetic algorithm are elaborated. Some experimental results are reported
Keywords :
genetic algorithms; parallel processing; queueing theory; scheduling; telecommunication computing; telecommunication control; adaptive algorithm; call and service control; crossover; genetic algorithms; input queue; mutation; parallel processing; service control; task scheduling; telecommunications; Algorithm design and analysis; Cloning; Communication system control; Finishing; Genetic algorithms; Genetic mutations; Parallel processing; Processor scheduling; Telecommunication computing; Telecommunication control;
Conference_Titel :
Knowledge-Based Intelligent Electronic Systems, 1998. Proceedings KES '98. 1998 Second International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-4316-6
DOI :
10.1109/KES.1998.725863
