Abstract
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.
Original language | American English |
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State | Published - Mar 10 2006 |
Event | Southeast Regional Conference of the Association for Computing Machinery (ACM) - Melbourne, FL Duration: Mar 10 2006 → … |
Conference
Conference | Southeast Regional Conference of the Association for Computing Machinery (ACM) |
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Period | 03/10/06 → … |
Keywords
- Gene intrusion
- Society of hill-climbers (SoHC)
DC Disciplines
- Databases and Information Systems