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On the impact of the migration topology on the Island Model
- Source :
-
Parallel Computing . Oct2010, Vol. 36 Issue 10/11, p555-571. 17p. - Publication Year :
- 2010
-
Abstract
- Abstract: Parallel Global Optimization Algorithms (PGOA) provide an efficient way of dealing with hard optimization problems. One method of parallelization of GOAs that is frequently applied and commonly found in the contemporary literature is the so-called Island Model (IM). In this paper, we analyze the impact of the migration topology on the performance of a PGOA which uses the Island Model. In particular we consider parallel Differential Evolution and Simulated Annealing with Adaptive Neighborhood and draw first conclusions that emerge from the conducted experiments. [Copyright &y& Elsevier]
Details
- Language :
- English
- ISSN :
- 01678191
- Volume :
- 36
- Issue :
- 10/11
- Database :
- Academic Search Index
- Journal :
- Parallel Computing
- Publication Type :
- Academic Journal
- Accession number :
- 53788947
- Full Text :
- https://doi.org/10.1016/j.parco.2010.04.002