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.
| Model | Benchmark function/case study | Mean CPU-side execution time (ms) | Segment 1 | Segment 2 | Segment 3 | Segment 4 | Segment 5 | Segment 6 | Total |
| Final all-GPU | f1 | 134.16 | 18.96 | 171.24 | 0.60 | 0.60 | 2.96 | 328.52 | f3 | 132.84 | 18.16 | 167.16 | 0.64 | 0.60 | 2.56 | 321.96 | f7 | 133.40 | 18.55 | 277.16 | 0.60 | 0.58 | 2.79 | 433.08 |
| Multipopulation | Case study | 108.52 | 21.24 | 301.40 | 0.64 | 0.55 | 2.62 | 434.97 |
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