PDoublePop
| swMATH ID: | 22207 |
| Software Authors: | Tsoulos, Ioannis G.; Tzallas, Alexandros; Tsalikakis, Dimitris |
| Description: | PDoublePop: an implementation of parallel genetic algorithm for function optimization. A software for the implementation of parallel genetic algorithms is presented in this article. The underlying genetic algorithm is aimed to locate the global minimum of a multidimensional function inside a rectangular hyperbox. The proposed software named PDoublePop implements a client-server model for parallel genetic algorithms with advanced features for the local genetic algorithms such as: an enhanced stopping rule, an advanced mutation scheme and periodical application of a local search procedure. The user may code the objective function either in C++ or in Fortran77. The method is tested on a series of well-known test functions and the results are reported. |
| Homepage: | http://cpc.cs.qub.ac.uk/summaries/AFBJ_v1_0.html |
| Keywords: | genetic algorithm; optimization; parallel algorithms |
| Related Software: | LAM-MPI; GALib |
| Cited in: | 2 Documents |
Standard Articles
| 1 Publication describing the Software, including 1 Publication in zbMATH | Year |
|---|---|
|
PDoublePop: an implementation of parallel genetic algorithm for function optimization. Zbl 1378.65134 Tsoulos, Ioannis G.; Tzallas, Alexandros; Tsalikakis, Dimitris |
2016
|
all
top 5
Cited by 7 Authors
| 1 | Du, Haibo |
| 1 | Sun, Quansheng |
| 1 | Tsalikakis, Dimitris |
| 1 | Tsoulos, Ioannis G. |
| 1 | Tzallas, Alexandros |
| 1 | Xie, Feng |
| 1 | Zhao, Yinfeng |
Cited in 2 Serials
| 1 | Computer Physics Communications |
| 1 | Journal of Control Science and Engineering |
Cited in 2 Fields
| 1 | Numerical analysis (65-XX) |
| 1 | Computer science (68-XX) |
