Research Article
A Search History-Driven Offspring Generation Method for the Real-Coded Genetic Algorithm
| Function: archive Update . | | Input: archive . | | | Survivors . | | | Size of the archive . | | Output: updated archive , | | | Score . | | (1) | If then. | | | //initialization. | | (2) | individuals in are randomly initialized. | | (3) | Else. | | | //archive update. | | (4) | randomly or sequentially (first in first out) select individuals. | | | from to form . | | (5) | . | | (6) | end. | | | //score update. | | (7) | k-meansFit . | | (8) | ; Calculating frequency histogram. | | (9) | Return . |
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