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