Research Article
A New Dual-Mode GEP Prediction Algorithm Based on Irregularity and Similar Period
| | Begin: | | (1) | CHROMOSME [ ] ⟵ produce stochastic original population; | | (2) | While (True) | | (3) | While (True) | | (4) | BEST ⟵ find the best one from CHROMOSME [ ]; | | (5) | BEST_FIT ⟵ calculate fitness of BEST; | | (6) | If (BEST_FIT ≥ MAX_FIT) then | | (7) | AVE_ERROR ⟵ calculate error of BEST; | | (8) | If (AVE_ERROR ≤ LIMIT) then | | (9) | Return BSET; | | (10) | End if; | | (11) | Else Break; //restart evolutionary model | | (12) | End if; | | (13) | SONS [ ] ⟵ produce empty population same as CHROMOSME [ ]; | | (14) | SONS [ ] ⟵ the top K best individuals; //retain dominant individuals | | (15) | SONS [ ] ⟵ Roulette and Genetic manipulation of CHROMOSME [ ]; | | (16) | CHROMOSME [ ] ⟵ SONS [ ]; //new population | | (17) | End While; | | (18) | End While; | | | End. |
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