Title :
Locus factor & coding scheme
Author :
Mo, Hong-qiang ; Park, Jin-Bae ; Joo, Young-hoon
Author_Institution :
Dept. of Electr. & Comput. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
The performance of genetic algorithms depends on their coding schemes. In this paper, an implicit relationship between the coding alphabet sizes and the periods of periodical functions is given. This. relationship may help to choose the alphabet size in the coding design of a genetic algorithm.
Keywords :
encoding; genetic algorithms; learning (artificial intelligence); coding alphabet; coding schemes; crossover; genetic algorithms; locus factor; mutation; Algorithm design and analysis; Art; Books; Data structures; Encoding; Genetic algorithms; Genetic mutations; Machine learning; Robustness; Stability;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1175378
