83 search results - page 1 / 17 » Population Diversity in Permutation-Based Genetic Algorithm |
ECML
2004
Springer
13 years 8 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...
EVOW
2009
Springer
13 years 2 months ago
2009
Springer
In recent years, optimization in dynamic environments has attracted a growing interest from the genetic algorithm community due to the importance and practicability in real world a...
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 ...
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...