7 search results - page 1 / 2 » Topologies, Migration Rates, and Multi-Population Parallel G... |
GECCO
1999
Springer
13 years 8 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...
JACIII
2007
13 years 4 months ago
2007
In this paper, the issue of adapting migration parameters for MGAs is investigated. We examine, in particular, the effect of adapting the migration rates on the performance and so...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
This paper evaluates a parallel genetic algorithm (GA) on the line topology of heterogeneous computing resources. Evolution process of parallel GAs is investigated on two types of...
CSC
2006
13 years 5 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
2008
Springer
13 years 5 months ago
2008
Springer
Deceptive problems have always been considered difficult for Genetic Algorithms. To cope with this characteristic, the literature has proposed the use of Parallel Genetic Algorith...