Journal
EVOLUTIONARY BIOINFORMATICS
Volume 14, Issue -, Pages -Publisher
SAGE PUBLICATIONS LTD
DOI: 10.1177/1176934318815906
Keywords
Darwinian algorithm; genetic algorithm; genetic programming; optimization
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In this article, we review the state-of-the-art results in evolutionary computation and observe that we do not evolve nontrivial software from scratch and with no human intervention. A number of possible explanations are considered, but we conclude that computational complexity of the problem prevents it from being solved as currently attempted. A detailed analysis of necessary and available computational resources is provided to support our findings.
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