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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