21 search results - page 1 / 5 » Adaptive sizing of populations and number of islands in dist... |
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
Deciding the appropriate population size and number of islands for distributed island-model genetic algorithms is often critical to the algorithm’s success. This paper outlines ...
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...
GECCO
1999
Springer
13 years 9 months ago
1999
Springer
This paper presents a study of parallel genetic algorithms (GAs) with multiple populations (also called demes or islands). The study makes explicit the relation between the probab...
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...
ICGA
1993
13 years 6 months ago
1993
In this paper, we present e cient algorithms for adjusting con guration parameters of genetic algorithms that operate in a noisy environment. Assuming that the population size is ...