Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Towards Advanced Phenotypic Mutations in Cartesian Genetic Programming   Cartesian Genetic Programming is often used with a point mutation as the sole
genetic operator. In this paper, we propose two phenotypic mutation techniques
and take a step towards advanced phenotypic mutations in Cartesian Genetic
Programming. The functionality of the proposed mutations is inspired by
biological evolution which mutates DNA sequences by inserting and deleting
nucleotides. Experiments with symbolic regression and boolean functions
problems show a better search performance when the proposed mutations are in
use. The results of our experiments indicate that the use of phenotypic
mutations could be beneficial for the use of Cartesian Genetic Programming.

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The categories of this paper are: hep-th
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The categories of this paper are: chao-dyn
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The categories of this paper are: comp-gas
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The categories of this paper are: dg-ga
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The categories of this paper are: q-fin
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The categories of this paper are: cmp-lg
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The categories of this paper are: eess
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The categories of this paper are: atom-ph
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The categories of this paper are: q-bio
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The categories of this paper are: mtrl-th
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The categories of this paper are: chem-ph
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The categories of this paper are: physics
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The categories of this paper are: adap-org
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The categories of this paper are: gr-qc
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The categories of this paper are: cond-mat
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The categories of this paper are: nucl-ex