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Titlebook: Organic Computing; Rolf P. Würtz Book 2008 Springer-Verlag Berlin Heidelberg 2008 Organic Computing.architecture.bio-inspired.calculus.cog

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书目名称Organic Computing
编辑Rolf P. Würtz
视频video
概述Brings together the state of the art in organic computing.Includes articles by Christoph von der Malsburg, Klaus Mainzer, or Richard Bellmanns (the inventor of dynamic programming) daughter Kirstie se
丛书名称Understanding Complex Systems
图书封面Titlebook: Organic Computing;  Rolf P. Würtz Book 2008 Springer-Verlag Berlin Heidelberg 2008 Organic Computing.architecture.bio-inspired.calculus.cog
描述.Organic Computing is a research field emerging around the conviction that problems of organization in complex systems in computer science, telecommunications, neurobiology, molecular biology, ethology, and possibly even sociology can be tackled scientifically in a unified way. From the computer science point of view, the apparent ease in which living systems solve computationally difficult problems makes it inevitable to adopt strategies observed in nature for creating information processing machinery. In this book, the major ideas behind Organic Computing are delineated, together with a sparse sample of computational projects undertaken in this new field. Biological metaphors include evolution, neural networks, gene-regulatory networks, networks of brain modules, hormone system, insect swarms, and ant colonies. Applications are as diverse as system design, optimization, artificial growth, task allocation, clustering, routing, face recognition, and sign language understanding..
出版日期Book 2008
关键词Organic Computing; architecture; bio-inspired; calculus; cognition; control; dynamical systems; dynamische
版次1
doihttps://doi.org/10.1007/978-3-540-77657-4
isbn_softcover978-3-642-09642-6
isbn_ebook978-3-540-77657-4Series ISSN 1860-0832 Series E-ISSN 1860-0840
issn_series 1860-0832
copyrightSpringer-Verlag Berlin Heidelberg 2008
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The Organic Future of Information Technology,ies, by instruction and the pointing out of examples. Systems will respond to these influences by adapting control parameters so as to direct the ontogenetic process of self-organization and by organizing sample material.
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Evolutionary Design of Emergent Behavior,lation of all interacting components. Thus, the usual “top-down top-down” and “bottom-up bottom-up” design paradigmsparadigm have severe limitations when it comes to emergenceInstead, the use of evolutionary computation is advocated for the automated, simulation-based design of organic computing systems with emergent behavior.
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The Organic Future of Information Technology,aries of standard algorithms will consist of generic mechanisms of organization. Users can then create specific applications by defining goal hierarchies, by instruction and the pointing out of examples. Systems will respond to these influences by adapting control parameters so as to direct the onto
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Systems Engineering for Organic Computing: The Challenge of Shared Design and Control between OC Syation. Designers of OC systems want to manage emergence in complex engineered systems so that it can contribute to, or even perhaps enable, accomplishing the system’s performance goals. That is, OC designers aim to construct systems that are more flexible and adaptable in complex environments, to ga
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