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Titlebook: Computational Genetic Regulatory Networks: Evolvable, Self-organizing Systems; Johannes F. Knabe Book 2013 Springer Berlin Heidelberg 2013

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书目名称Computational Genetic Regulatory Networks: Evolvable, Self-organizing Systems
编辑Johannes F. Knabe
视频video
概述Recent research in Computational Genetic Regulatory Networks.State of the art in Evolvable and Self-organizing Systems.Written by a leading expert in the field
丛书名称Studies in Computational Intelligence
图书封面Titlebook: Computational Genetic Regulatory Networks: Evolvable, Self-organizing Systems;  Johannes F. Knabe Book 2013 Springer Berlin Heidelberg 2013
描述.Genetic Regulatory Networks (GRNs) in biological organisms are primary engines for cells to enact their engagements with environments, via incessant, continually active coupling. In differentiated multicellular organisms, tremendous complexity has arisen in the course of evolution of life on earth. .Engineering and science have so far achieved no working system that can compare with this complexity, depth and scope of organization. .Abstracting the dynamics of genetic regulatory control to a computational framework in which artificial GRNs in artificial simulated cells differentiate while connected in a changing topology, it is possible to apply Darwinian evolution. in silico. to study the capacity of such developmental/differentiated GRNs to evolve..In this volume an evolutionary GRN paradigm is investigated for its evolvability and robustness in models of biological clocks, in simple differentiated multicellularity, and in evolving artificial developing ‘organisms‘ which grow and express an ontogeny starting from a single cell interacting with its environment, eventually including a changing local neighbourhood of other cells. .These methods may help us understand the genesis, o
出版日期Book 2013
关键词Computational Genetic Regulatory Networks; Computational Intelligence; Evolvable Systems; Self-organizi
版次1
doihttps://doi.org/10.1007/978-3-642-30296-1
isbn_softcover978-3-642-44805-8
isbn_ebook978-3-642-30296-1Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer Berlin Heidelberg 2013
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Evolution,aped organisms, prompting [Dobzhansky(1973)] to utter his famous: “Nothing in biology makes sense except in the light of evolution”. A very general definition of evolution in nature is “change in the gene pool over time”. (Where the ‘gene’ is a hereditary unit that can be passed on unaltered for man
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Genetic Regulatory Networks,a direct reflection of its constituent genes2..A gene is the basic functional unit of heredity, however often does not encode information in a direct way: Gene activation at one point can regulate expression levels of genes at other locations or even feed back to itself, and in multicellular organis
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Biological Clocks and Differentiation,m and replication. As . [West-Eberhard(2003)] and the basis of signalling it has come to be a characteristic of life on earth. Not all organismal responses to external stimuli are simple reactive responses, but behaviour generally depends also on the organism’s internal state - and this state can re
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https://doi.org/10.1007/978-3-642-30296-1Computational Genetic Regulatory Networks; Computational Intelligence; Evolvable Systems; Self-organizi
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