Research Article
Feature Selection for Very Short-Term Heavy Rainfall Prediction Using Evolutionary Computation
Box 1
Steps of the used GA.
(1) Population Initialization: generate m random solutions. | (2) Selection: a number Tour of individuals is chosen randomly from the population, and the best individual | from this group is selected as parent. | (3) Crossover: create an offspring by the genetic recombination of Parent1 and Parent2. | (4) Mutation: change each gene of the offspring at the rate of 5 percent. | (5) Replacement: if the offspring is superior to the worst individual of population, replace the worst one with | the offspring. |
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