Genetic algorithms with dynamic mutation rates and their industrial applications
(2008)
Journal Article
Chan, K. Y., Fogarty, T. C., Aydin, M. E., Ling, S. H., & Iu, H. H. (2008). Genetic algorithms with dynamic mutation rates and their industrial applications. International Journal of Computational Intelligence and Applications, 7(2), 103-128. https://doi.org/10.1142/S1469026808002211
This paper presents a method on how to estimate main effects of gene representation. This estimate can be used not only to understand the domination of genes in the representation but also to design the mutation rate in genetic algorithms (GAs). A ne... Read More about Genetic algorithms with dynamic mutation rates and their industrial applications.