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Different approaches to relating genotype to phenotype in developmental disorders
Discusses the complex problem of relating genotype to phenotype and challenge the simple mapping of genes to higher level cognitive modules. The authors examine various methods that have been used to investigate this relation including quantitative ...
Annette Karmiloff-Smith +2 more
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Adapting a Genotype-phenotype Mapping to Phenotypic Complexity
2009 NASA/ESA Conference on Adaptive Hardware and Systems, 2009The 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 ...
Morten Hartmann, Tim Goedeweeck
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Genotype–phenotype mapping in another dimension
Nature Reviews Genetics, 2019A study in Science shows that it is now possible to create high-resolution, non-linear maps of mammalian genetic interactions.
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Overrepresentations in Neutral Genotype-Phenotype Mappings and their Applications
Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2007), 2007This work presents in a first phase an original solution to the "Worst 1-MAX solver" competition, proposed at the Genetic and Evolutionary Computation Conference - GECCO' 2007 where the goal was to evolve the solution of the 1-MAX problem as late as possible within 1000 generations.
David Iclanzan, D. Dumitrescu
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Issues in designing a neutral genotype-phenotype mapping
Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600), 2003This paper discusses issues that arise when a redundant genotype-phenotype mapping is used in the context of a real-world application. Previous studies have suggested that a redundant mapping, which introduces neutrality into the search space, can provide a beneficial role.
Rob Shipman, Mark Shackleton
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Multimodal learning for mapping genotype–phenotype dynamics
Nature Computational ScienceHow complex phenotypes emerge from intricate gene expression patterns is a fundamental question in biology. Integrating high-content genotyping approaches such as single-cell RNA sequencing and advanced learning methods such as language models offers an opportunity for dissecting this complex relationship.
Farhan Khodaee +2 more
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Evolutionary Dynamics of the Genotype-Phenotype Map
2014Our aim is to study the evolutionary properties of a model of the genotype-phenotype. The relation between genotype and phenotype is very complicated. Such complexity is a consequence of the fact that the phenotype emerges from networks of interactions between genes and their products, which regulate gene expression and give rise to non-linear, high ...
Ibáñez-Marcelo, Esther +1 more
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Genome growth and the evolution of the genotype-phenotype map
1995that can aect the variational properties of the genome and its evolvability. One consequence of selective genome growth is a form of genic selection: genes with large potential for generating new useful genes when duplicated ought to proliferate in the genome, rendering it ever more capable of generating adaptive variants.
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Neutral Networks and Evolvability with Complex Genotype-Phenotype Mapping
2001In this paper, we investigate a neutral epoch during an optimisation run with complex genotype-to-fitness mapping. The behaviour of the search process during neutral epochs is of importance for evolutionary robotics and other artificial-life approaches that evolve problem solutions; recent work has argued that evolvability may change during these ...
Tom Smith, Phil Husbands, Michael O'Shea
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