Research Article
Intelligent Ensemble Deep Learning System for Blood Glucose Prediction Using Genetic Algorithms
Algorithm 3
Genetic Algorithm Method.
| (1) | parameter(s): w–modelWeight | | (2) | require: 0.05 < < 0.5, 0.99<sum(wList) <1.00 | | (3) | procedure GA() | | (4) | generate wLists//initialChromosomes | | (5) | calculateFittness objectiveFunction | | (6) | while termination condition not met | | (7) | selectIndividuals wLists//selection | | (8) | recombine individuals//crossover | | (9) | mutate individuals//mutation | | (10) | calulateFittness objectiveFunction | | (11) | wLists = individuals | | (12) | return wList//optimalWeights |
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