Research Article

Parallelizing Comprehensive Learning Particle Swarm Optimization by Open Computing Language on an Integrated Graphical Processing Unit

Table 7

Mean CPU-side execution time results of the final all-GPU model on some benchmark functions and the multipopulation model on the case study.

ModelBenchmark function/case studyMean CPU-side execution time (ms)
Segment 1Segment 2Segment 3Segment 4Segment 5Segment 6Total

Final all-GPUf1134.1618.96171.240.600.602.96328.52
f3132.8418.16167.160.640.602.56321.96
f7133.4018.55277.160.600.582.79433.08

MultipopulationCase study108.5221.24301.400.640.552.62434.97