33 search results - page 1 / 7 » Initial Population Diversity Does Not Influence Performance |
GEM
2008
13 years 6 months ago
2008
- It is widely believed that greater initial population diversity leads to improved performance in genetic algorithms. However, this assumption has not been rigorously tested previ...
AIPRF
2007
13 years 6 months ago
2007
This article presents an empirical study regarding the hypothesis that higher diversity in initial populations for Genetic Algorithms can reduce the number of iterations required ...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
This paper presents a comprehensive, multivariate account of how initial population material is used over the course of a genetic programming run as while various factors influenc...
MICAI
2007
Springer
13 years 10 months ago
2007
Springer
This paper presents a particle swarm optimizer for solving constrained optimization problems which adopts a very small population size (five particles). The proposed approach uses...
GECCO
2003
Springer
13 years 9 months ago
2003
Springer
Abstract. Spatially structured population models improve the performance of genetic algorithms by assisting the selection scheme in maintaining diversity. A significant concern wi...