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Power Laws, Scale-Free Networks and Genome Biology

Power Laws, Scale-free Networks and Genome Biology deals with crucial aspects of the theoretical foundations of systems biology, namely power law distributions and scale-free networks which have emerged as the hallmarks of biological organization in the post-genomic era. The chapters in the book not...

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Detalles Bibliográficos
Autores principales: Koonin, Eugene V, Wolf, Yuri I, Karev, Georgy P
Lenguaje:eng
Publicado: Eurekah.com and Springer Science+Business Media, Inc. 2006
Materias:
Acceso en línea:https://dx.doi.org/10.1007/0-387-33916-7
http://cds.cern.ch/record/1338681
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author Koonin, Eugene V
Wolf, Yuri I
Karev, Georgy P
author_facet Koonin, Eugene V
Wolf, Yuri I
Karev, Georgy P
author_sort Koonin, Eugene V
collection CERN
description Power Laws, Scale-free Networks and Genome Biology deals with crucial aspects of the theoretical foundations of systems biology, namely power law distributions and scale-free networks which have emerged as the hallmarks of biological organization in the post-genomic era. The chapters in the book not only describe the interesting mathematical properties of biological networks but moves beyond phenomenology, toward models of evolution capable of explaining the emergence of these features. The collection of chapters, contributed by both physicists and biologists, strives to address the problems in this field in a rigorous but not excessively mathematical manner and to represent different viewpoints, which is crucial in this emerging discipline. Each chapter includes, in addition to technical descriptions of properties of biological networks and evolutionary models, a more general and accessible introduction to the respective problems. Most chapters emphasize the potential of theoretical systems biology for discovery of new biological phenomena.
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spelling cern-13386812021-04-22T01:05:23Zdoi:10.1007/0-387-33916-7http://cds.cern.ch/record/1338681engKoonin, Eugene VWolf, Yuri IKarev, Georgy PPower Laws, Scale-Free Networks and Genome BiologyOther Fields of PhysicsPower Laws, Scale-free Networks and Genome Biology deals with crucial aspects of the theoretical foundations of systems biology, namely power law distributions and scale-free networks which have emerged as the hallmarks of biological organization in the post-genomic era. The chapters in the book not only describe the interesting mathematical properties of biological networks but moves beyond phenomenology, toward models of evolution capable of explaining the emergence of these features. The collection of chapters, contributed by both physicists and biologists, strives to address the problems in this field in a rigorous but not excessively mathematical manner and to represent different viewpoints, which is crucial in this emerging discipline. Each chapter includes, in addition to technical descriptions of properties of biological networks and evolutionary models, a more general and accessible introduction to the respective problems. Most chapters emphasize the potential of theoretical systems biology for discovery of new biological phenomena.Eurekah.com and Springer Science+Business Media, Inc.oai:cds.cern.ch:13386812006
spellingShingle Other Fields of Physics
Koonin, Eugene V
Wolf, Yuri I
Karev, Georgy P
Power Laws, Scale-Free Networks and Genome Biology
title Power Laws, Scale-Free Networks and Genome Biology
title_full Power Laws, Scale-Free Networks and Genome Biology
title_fullStr Power Laws, Scale-Free Networks and Genome Biology
title_full_unstemmed Power Laws, Scale-Free Networks and Genome Biology
title_short Power Laws, Scale-Free Networks and Genome Biology
title_sort power laws, scale-free networks and genome biology
topic Other Fields of Physics
url https://dx.doi.org/10.1007/0-387-33916-7
http://cds.cern.ch/record/1338681
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