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- Q4801064 subject Q7019758.
- Q4801064 abstract "Artificial development, also known as artificial embryogeny or computational development, is an area of computer science and engineering concerned with computational models motivated by genotype-phenotype mappings in biological systems. Artificial development is often considered a sub-field of evolutionary computation, although the principles of artificial development have also been used within stand-alone computational models.Within evolutionary computation, the need for artificial development techniques was motivated by the perceived lack of scalability and evolvability of direct solution encodings (Tufte, 2008). Artificial development entails indirect solution encoding. Rather than describing a solution directly, an indirect encoding describes (either explicitly or implicitly) the process by which a solution is constructed. Often, but not always, these indirect encodings are based upon biological principles of development such as morphogen gradients, cell division and cellular differentiation (e.g. Doursat 2008), gene regulatory networks (e.g. Guo et al., 2009), degeneracy (Whitacre et al., 2010), grammatical evolution (de Salabert et al., 2006), or analogous computational processes such as re-writing, iteration, and time. The influences of interaction with the environment, spatiality and physical constraints on differentiated multi-cellular development have been investigated more recently (e.g. Knabe et al. 2008).Artificial development approaches have been applied to a number of computational and design problems, including electronic circuit design (Miller and Banzhaf 2003), robotic controllers (e.g. Taylor 2004), and the design of physical structures (e.g. Hornby 2004).".
- Q4801064 wikiPageExternalLink ALifeXIflag.
- Q4801064 wikiPageExternalLink 0262287196chap42.pdf.
- Q4801064 wikiPageExternalLink WhitacreRole.pdf).
- Q4801064 wikiPageExternalLink BioSystems09_Meng.pdf).
- Q4801064 wikiPageExternalLink abstract.cgi?id=b3015.
- Q4801064 wikiPageExternalLink taylor_grn.pdf.
- Q4801064 wikiPageWikiLink Q11023.
- Q4801064 wikiPageWikiLink Q1197129.
- Q4801064 wikiPageWikiLink Q1502576.
- Q4801064 wikiPageWikiLink Q188909.
- Q4801064 wikiPageWikiLink Q210861.
- Q4801064 wikiPageWikiLink Q21198.
- Q4801064 wikiPageWikiLink Q417084.
- Q4801064 wikiPageWikiLink Q4801041.
- Q4801064 wikiPageWikiLink Q5251772.
- Q4801064 wikiPageWikiLink Q5593687.
- Q4801064 wikiPageWikiLink Q7019758.
- Q4801064 comment "Artificial development, also known as artificial embryogeny or computational development, is an area of computer science and engineering concerned with computational models motivated by genotype-phenotype mappings in biological systems.".
- Q4801064 label "Artificial development".