633 search results - page 1 / 127 » Convergence Models of Genetic Algorithm Selection Schemes |
PPSN
1994
Springer
13 years 8 months ago
1994
Springer
We discuss the use of normal distribution theory as a tool to model the convergence characteristics of di erent GA selection schemes. The models predict the proportion of optimal a...
ECAL
2005
Springer
13 years 10 months ago
2005
Springer
This paper investigates genetic drift in multi-parent genetic algorithms (MPGAs). An exact model based on Markov chains is proposed to formulate the variation of gene frequency. Th...
CSC
2006
13 years 6 months ago
2006
Genetic algorithms are heuristic search algorithm used in science, engineering and many other areas. They are powerful but slow because of their evolutionary nature that mimics th...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
Abstract— This paper presents a Markov model for the convergence of multi-parent genetic algorithms (MPGAs). The proposed model formulates the variation of gene frequency caused ...
ICNSC
2008
IEEE
13 years 11 months ago
2008
IEEE
— This paper presents an approach to the multiple sequence alignment (MSA) problem by applying genetic algorithms with a reserve selection mechanism. MSA is one of the most funda...