TY - GEN
T1 - Gene intrusion on a society of Hill-Climbers
AU - Chen, Lei
AU - Lee, Chung-wei
AU - Hu, Wen-Chen
PY - 2006
Y1 - 2006
N2 - In this paper, a new algorithm of Gene Intrusion on a Society of Hill-Climbers (GI-SoHC) is introduced. In GI-SoHC, the genes which contribute most to the best fitness of the best climber in each generation are selected and inserted to other climbers for replacing their own genes, such that the society can have faster climbing speed and better climbing locations.The experiment results show that with Gene Intrusion, climbers generally and averagely perform better in that they climb more quickly than the original Historical Society of Hill-Climbers, especially in the early stage of the climbing process.
AB - In this paper, a new algorithm of Gene Intrusion on a Society of Hill-Climbers (GI-SoHC) is introduced. In GI-SoHC, the genes which contribute most to the best fitness of the best climber in each generation are selected and inserted to other climbers for replacing their own genes, such that the society can have faster climbing speed and better climbing locations.The experiment results show that with Gene Intrusion, climbers generally and averagely perform better in that they climb more quickly than the original Historical Society of Hill-Climbers, especially in the early stage of the climbing process.
KW - Evolutionary Computation (EC)
KW - Gene Intrusion (GI)
KW - Generic Algorithm (GA)
KW - Society of Hill-Climbers (SoHC)
UR - https://www.scopus.com/pages/publications/34248399168
U2 - 10.1145/1185448.1185457
DO - 10.1145/1185448.1185457
M3 - Conference article
SN - 1595933158
SN - 9781595933157
T3 - Proceedings of the Annual Southeast Conference
SP - 34
EP - 39
BT - Proceedings of the 44th ACM Southeast Conference, ACMSE 2006
T2 - 44th Annual ACM Southeast Conference, ACMSE 2006
Y2 - 10 March 2006 through 12 March 2006
ER -