A Simple Haploid-Diploid Evolutionary Algorithm

March 27, 2019 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Larry Bull arXiv ID 1903.11598 Category cs.NE: Neural & Evolutionary Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
It has recently been suggested that evolution exploits a form of fitness landscape smoothing within eukaryotic sex due to the haploid-diploid cycle. This short paper presents a simple modification to the standard evolutionary computing algorithm to similarly benefit from the process. Using the well-known NK model of fitness landscapes it is shown that the benefit emerges as ruggedness is increased.
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