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Now showing items 11-13 of 13
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 ...
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 ...