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Gene expression programming (GEP) is a new versatile evolution algorithm. The conventional GEP cannot take advantage of current popular multi-core processors. In order to improve the efficiency of GEP, parallel niche gene expression programming based on general multi-core processor (PNGEP-MP) is proposed. The main contributions include: (1) the mechanism of parallel GEP based on general multi-core...
Map projection transformation is a basic operation for topographic and spatial data transformation in geographic information system. Existing methods need projection type and corresponding parameters, and manually select regression model. The transformation formulas are complex with operators based on cartology. This paper applies gene expression programming technique to projection transformation...
Evolutionary algorithms are particularly desirable to solve multi-objective optimization problems. To improve the evolutionary efficiency, parallel multi-objective gene expression programming based on area penalty (PGEP-AP) is proposed in this paper. The main contributions include: (1) proposing the parallel multi-objective gene expression programming (GEP) to improve the searching efficiency, (2)...
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