Article
The hierarchical fair competition (HFC) framework for sustainable evolutionary algorithms.
Evolutionary computation - 1 Jan 2005
Hu Jianjun, Goodman Erik, Seo Kisung, Fan Zhun, Rosenberg Rondal
Abstract excerpt
Many current Evolutionary Algorithms (EAs) suffer from a tendency to converge prematurely or stagnate without progress for complex problems. This may be due to the loss of or failure to discover certain valuable genetic material or the loss of the capability to discover new genetic material before convergence has limited the algorithm's ability to search widely. In this paper, the Hierarchical Fair Competition...
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