Study on Diversity of Population in Genetic Algorithms
Guanzhong Dai · Control theory & applications · 1998
In this paper,variance and entropy are proposed as measures of diversity of pupulation in genetic algorithms. The influence which selection,crossover,and mutation act upon variance and entropy is analyzed. In addition,the different influence between binary and decimal encoding mechanism is also shown.