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Now showing items 11-14 of 14
Examining the use of a non-trivial fixed genotype-phenotype mapping in genetic algorithms to induce phenotypic variability over deceptive uncertain landscapes
(IEEE, 2011-06-05)
In nature, living organisms can be viewed as the product of their genotype-phenotype mapping (GP-map). This paper presents a GP-map loosely based on the biological phe- nomena of transcription and translation, to create a ...
The Influence of Cell Type on Artificial Development
(2013)
Two variants of biologically inspired cell model, namely eukaryotic (containing a nucleus) and prokaryotic (without a nucleus) are compared in this research. Experiments are designed to provide an understanding of how the ...
Identifying the reality gap between abstract and realistic models using evolved agents and simulated kilobots
(IEEE, 2018-12-12)
A common challenge in evolutionary swarm robotics is the transfer of
simulated results into real-world applications. This difficulty can arise in
a variety of real-world settings and problems such as sensory differences
in ...
Altering the granularity of neutrality in a multi-layered genetic algorithm
(SciTePress Digital Library, 2014)
By adopting a basic interpretation of the biological processes of transcription and translation, the multilayered GA (MGA) introduces a genotype-phenotype mapping for a haploid genotype, which allows the granularity of the ...