Title :
Gene expression programming with parallel hybrid model
Author :
Lin, Yi-shen ; Liang, Xiao-ting
Author_Institution :
Coll. of Inf., South China Agric. Univ., Guangzhou, China
Abstract :
In this paper we discussed a hybrid parallel and distributed model and their relationships of diversity phenomenon. We study the synchronous and asynchronous version of the island-model in GEP algorithm. The experiments that we have performed have allowed us to find an interesting link between the subpopulations and the parameters setting to GEP.
Keywords :
evolutionary computation; mathematical programming; parallel processing; GEP algorithm; distributed model; gene expression programming; island-model; parallel hybrid model; Computational modeling; Gene expression; Genetic programming; Machine learning; Mathematical model; Programming; Function Finding; Gene Expression Programming; Parallel Model;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580717
