Using an immune system model to explore mate selection in genetic algorithms.
Description:
In the setting of multimodal function optimization, engineering and machine learning, identifying multiple peaks and maintaining subpopulations of the search space are two central themes when Genetic Algorithms (GAs) are employed. In this paper, an immune system model is adopted to develop a framework for exploring the role of mate selection in GAs with respect to these two issues. The experimental results reported in the paper will shed more light into how mate selection schemes compare to tra…
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Date:
January 1, 2003
Creator:
Huang, C. F. (Chien-Feng)
Item Type:
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Partner:
UNT Libraries Government Documents Department