159 search results - page 7 / 32 » Adaptive Genetic Algorithm with Mutation and Crossover Matri... |
GECCO
2007
Springer
14 years 1 months ago
2007
Springer
Recent work has provided functions that can be used to prove a principled distinction between the capabilities of mutation-based and crossover-based algorithms. However, prior fun...
GECCO
2004
Springer
14 years 26 days ago
2004
Springer
Traditionally, the mutation rates of genetic algorithms are fixed or decrease over the generations. Although it seems to be reasonable for classical genetic algorithms, it may not...
GECCO
2003
Springer
14 years 21 days ago
2003
Springer
This paper presents the virtual gene genetic algorithm (vgGA) which is a generalization of traditional genetic algorithms that use binary linear chromosomes. In the vgGA, tradition...
GECCO
2005
Springer
14 years 1 months ago
2005
Springer
Using a dynamic systems model for the Simple Genetic Algorithm due to Vose[1], we analyze the fixed point behavior of the model without crossover applied to functions of unitation...
CEC
2005
IEEE
13 years 9 months ago
2005
IEEE
Abstract- Theoretical analysis of the dynamics of evolutionary algorithms is believed to be very important to understand the search behavior of evolutionary algorithms and to devel...