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 |
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PDoublePop: an implementation of parallel genetic algorithm for function optimization. Zbl 1378.65134 Tsoulos, Ioannis G.; Tzallas, Alexandros; Tsalikakis, Dimitris |
2016
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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) |