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SAE International, SAE Technical Papers

DOI: 10.4271/2007-01-2461

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Towards a theory of human intraspecific variation for ergonomics and human modeling

Journal article published in 2007 by Bradly Alicea ORCID
This paper is available in a repository.
This paper is available in a repository.

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Abstract

Human intraspecific variation is a complex problem, but may be better understood by using computational models in tandem with knowledge about the genetic bases of phenotypic traits. These results can be used in a multitude of settings. To move closer to this goal, biologically-realistic mappings between genotype and phenotype are constructed using genetic algorithm and neural network-like models. These models allow for gene-gene and gene-environment interactions to be characterized in the resulting phenotype. Two types of model are introduced: a simple, two-layer model, and a more complex model. The final section will focus on trends of growth and development in relation to relationship to modeling anthropometric traits and othermorphological phenomena.