Computational Intelligence and Neuroscience / 2020 / Article / Alg 4

Research Article

A Search History-Driven Offspring Generation Method for the Real-Coded Genetic Algorithm

Algorithm 4

Offspring selection.
Function: offspringSelection .
Input: candidates ,
 Score
Output: offspring
//labeling based on clustering results estimated in Algorithm 3, line 7
(1)k-meansPredict ;
//roulette construction
(2)For do
(3)If then
(4)
(5)Else
(6)
(7)end
(8)end
//offspring selection
(9)Repeat
(10)select one cluster ID by the roulette selection based on
(11)randomly select one candidate ,
(12)
//exclude selected candidate from clusters
(13)
(14)If then.
(15):
(16)end.
(17) times are run.
(18)Return .

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