56 search results - page 1 / 12 » Empirical Study: Initial Population Diversity and Genetic Al... |
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 ...
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...
ECML
2004
Springer
13 years 9 months ago
2004
Springer
Abstract. This paper presents an empirical study of population diversity measure and adaptive control of diversity in the context of a permutation-based algorithm for Traveling Sal...
GECCO
1999
Springer
13 years 9 months ago
1999
Springer
This paper deals with the study of population diversity in Genetic Algorithms for Job Shop Scheduling Problems. A definition of population diversity at the phenotype level and a ...
GECCO
2005
Springer
13 years 11 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...