An Introduction to Developmental and Grammatical Computing
Created by W.Langdon from
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- @InCollection{Brabazon:book:NCA.17,
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author = "Anthony Brabazon and Michael O'Neill and
Sean McGarraghy",
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title = "An Introduction to Developmental and Grammatical
Computing",
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booktitle = "Natural Computing Algorithms",
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publisher = "Springer",
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year = "2015",
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series = "Natural Computing Series",
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chapter = "17",
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pages = "335--343",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-3-662-43630-1",
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DOI = "doi:10.1007/978-3-662-43631-8_17",
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abstract = "To say that the knowledge uncovered by developmental
biologists has been under-exploited in natural
computing is perhaps an understatement. Curiously,
despite the relative lack of research attention that
has been paid to these important biological processes,
one of the fathers of Computer Science, Alan Turing,
recognised the power of developmental systems and
developed reaction-diffusion models to understand the
mechanisms behind morphogenesis (the development of
biological form) [638]. In recent years it is
heartening to see researchers beginning to close this
gap and start to explore the power of developmental
processes such as genetic regulatory networks for
problem solving, and the use of approaches such as
self-modification of phenotypes and developmental
evaluation. The surge in interest in developmental
computing is illustrated by the creation of a new track
dedicated to Generative and Developmental Systems which
began in 2007 at the ACM Genetic and Evolutionary
Computation Conference [72, 321, 347, 526, 586, 623]
and which has run every year since. A special issue of
the journal IEEE Transactions on Evolutionary
Computation was also dedicated to this topic in 2011
[639]. In this chapter the concept of developmental
computing is introduced with particular emphasis on
grammatical computing, which uses grammars as a
generative process in order to create structures of
interest.",
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notes = "Part of \cite{Brabazon:book:NCA}",
- }
Genetic Programming entries for
Anthony Brabazon
Michael O'Neill
Sean McGarraghy
Citations