Title :
Enhancement of a genetic algorithm for optical orthogonal code design using simulated annealing
Author :
Ho, Chin Keong ; Singh, Y.P. ; Lee, S.W.
Author_Institution :
Fac. of Inf. Technol., Multimedia Univ., Cyberjaya, Malaysia
Abstract :
The simulated annealing (SA) method is applied to the initial population of a genetic algorithm (GA) that was designed to construct optical orthogonal codes. This has improved the quality of the initial population, with an increase in the average fitness value and the number of above-average individuals. This in turn, has enabled the genetic algorithm to converge faster
Keywords :
binary sequences; convergence of numerical methods; genetic algorithms; simulated annealing; above-average individuals; average fitness value; convergence; genetic algorithm; initial population; optical orthogonal code design; simulated annealing; Algorithm design and analysis; Autocorrelation; Equations; Genetic algorithms; Hamming weight; Information technology; Optical design; Optical fiber networks; Optical receivers; Simulated annealing;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1006276
