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Adapting a Genotype-phenotype Mapping to Phenotypic Complexity

Authors: Morten Hartmann; Tim Goedeweeck;

Adapting a Genotype-phenotype Mapping to Phenotypic Complexity

Abstract

The marvel of biological development has motivated researchers to apply artificial development in bio-inspired systems. Among the possible features of artificial development that are being investigated is the potential for improving scalability of evolutionary optimization techniques,by applying artificial development as an indirect mapping.Currently, few guidelines exist as to when development is likely to achieve such improvements. We investigate one guideline based on the complexity of the phenotypic objective and propose a grammatical mapping which can adapt to this complexity. Earlier findings on the correlation between the performance of indirect mappings and phenotypic complexity are confirmed in a new context. Adaptation of an indirect mapping to phenotypic complexity is shown to work well given certain conditions.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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