Created by W.Langdon from gp-bibliography.bib Revision:1.8081
We propose to automate the evolution of natively parallel programs using the Grammatical Evolution (GE) approach to use the computational potential of multi-cores. The proposed system, Multi-core Grammatical Evolution for Parallel Sorting (MCGE-PS), applies GE mapping along with explicit OpenMP #pragma compiler directives to automatically evolve data-level parallel iterative sorting algorithms. MCGE-PS is assessed on the generation of four non-recursive sorting programs in C. We show that it generated programs that can solve the problem that are also parallel. On a high performance Intel processor, MCGE-PS significantly reduced the execution time of the evolved programs for all the benchmark problems.",
Genetic Programming entries for Gopinath Chennupati R Muhammad Atif Azad Conor Ryan