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- Artificial_development 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).".
- Artificial_development wikiPageExternalLink 0262287196chap42.pdf.
- Artificial_development wikiPageExternalLink ALifeXIflag.
- Artificial_development wikiPageExternalLink WhitacreRole.pdf).
- Artificial_development wikiPageExternalLink BioSystems09_Meng.pdf).
- Artificial_development wikiPageExternalLink abstract.cgi?id=b3015.
- Artificial_development wikiPageExternalLink taylor_grn.pdf.
- Artificial_development wikiPageID "16132124".
- Artificial_development wikiPageLength "4446".
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- Artificial_development wikiPageWikiLink Artificial_Life_(journal).
- Artificial_development wikiPageWikiLink Category:Evolutionary_algorithms.
- Artificial_development wikiPageWikiLink Cell_division.
- Artificial_development wikiPageWikiLink Cellular_differentiation.
- Artificial_development wikiPageWikiLink Computer_science.
- Artificial_development wikiPageWikiLink Degeneracy_(biology).
- Artificial_development wikiPageWikiLink Engineering.
- Artificial_development wikiPageWikiLink Evolutionary_computation.
- Artificial_development wikiPageWikiLink Gene_regulatory_network.
- Artificial_development wikiPageWikiLink Gene_regulatory_networks.
- Artificial_development wikiPageWikiLink Grammatical_evolution.
- Artificial_development wikiPageWikiLink Morphogen.
- Artificial_development wikiPageWikiLinkText "Artificial development".
- Artificial_development wikiPageWikiLinkText "artificial development".
- Artificial_development wikiPageWikiLinkText "artificial embryogeny".
- Artificial_development hasPhotoCollection Artificial_development.
- Artificial_development subject Category:Evolutionary_algorithms.
- Artificial_development hypernym Area.
- Artificial_development type Place.
- Artificial_development type Algorithm.
- Artificial_development 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.".
- Artificial_development label "Artificial development".
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- Artificial_development sameAs Q4801064.
- Artificial_development sameAs Q4801064.
- Artificial_development wasDerivedFrom Artificial_development?oldid=671289278.
- Artificial_development isPrimaryTopicOf Artificial_development.