Name
Abstract | ||
|---|---|---|
Genetic Algorithms (GAs) have been implemented on a number of multiprocessor machines. In many cases the GA has been adapted to the hardware structure of the system. This paper describes the implementation of a standard genetic algorithm on several MIMD multiprocessor systems. It discusses the data dependencies of the different parts of the algorithm and the changes necessary to adapt the serial version to the parallel versions. Timing measurements and speedups are given for a common problem implemented on all machines. |
Year | DOI | Venue |
|---|---|---|
1994 | 10.1007/3-540-58484-6_293 | Implementation of Standard Genetic Algorithm on MIMD machines |
Keywords | Field | DocType |
different part,genetic algorithms,standard genetic algorithm,hardware structure,mimd multiprocessor system,common problem,mimd machine,serial version,multiprocessor machine,mimd machines,data dependency,parallel version,genetic algorithm | Hardware structure,Parallel genetic algorithm,Computer science,Parallel computing,Multiprocessing,Processing element,Population-based incremental learning,Genetic algorithm,MIMD | Conference |
Volume | ISSN | ISBN |
866 | 0302-9743 | 3-540-58484-6 |
Citations | PageRank | References |
8 | 0.57 | 11 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Rainer Hauser | 1 | 185 | 17.35 |
| Reinhard Männer | 2 | 801 | 536.47 |