MENG Qingchun, YIN Chaowan, JI Hongbo, DONG Hao. EFFECTS OF PARTIAL GENETIC RESERVATION AND “EMIGRATE” TECHNIQUES ON IMPROVING PERFORMANCE OF GENETIC ALGORITHM[J]. ROBOT, 1997, 19(6): 420-425.
Citation: MENG Qingchun, YIN Chaowan, JI Hongbo, DONG Hao. EFFECTS OF PARTIAL GENETIC RESERVATION AND “EMIGRATE” TECHNIQUES ON IMPROVING PERFORMANCE OF GENETIC ALGORITHM[J]. ROBOT, 1997, 19(6): 420-425.

EFFECTS OF PARTIAL GENETIC RESERVATION AND “EMIGRATE” TECHNIQUES ON IMPROVING PERFORMANCE OF GENETIC ALGORITHM

  • After simply presenting the Genetic Algorithm with Symmetric Code: GASC, which is-proposed by us in reference, then we study the effects of ‘Emigate’ and Partial Genetic Reservation techniques on GASC. Three necessary steps for ‘Emigrate’ technique-are defined. We propose a optimal genetic reservation quantity (25%) and its selecting range (20%~50%). The results obtained from the algorithm simulation show-the necessity-of employing the two new techniques for enhancing the performance of GASC.
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