Research Article

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

Table 5

Statistical execution time, total best benefit, and total best violation cost results of the sequentialization model and the coarse-grained multipopulation model on the case study.

ModelExecution time (ms)Total best benefit (108 kWh)Total best violation cost
MeanStandard deviationMaximumMinimumMeanStandard deviationMaximumMinimumMeanStandard deviationMaximumMinimum

Sequentialization16,090.0025.3916,177.0016,053.0014,550.500.4214,550.8014,548.850000
Multipopulation1165.609.521185.001139.0014,550.420.2314,550.7214,550.040000