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“This volume brings together a variety of contributions showcasing the application of modeling biological and biochemical processes using Petri nets. ... it can be used as a teaching aid, and have included exercises at the end of each chapter. ... the volume is best seen as a roadmap to a variety of interesting uses of a modeling technique that is particularly geared to readers who already have some experience with mathematical modeling in biology.” (Sara Kalvala, ACM Computing Reviews, August, 2011)Reseña del editor
This essential reference presents a comprehensive overview of cutting-edge research in applications of Petri nets in systems biology. The book will enable readers to apply and develop their own biochemical models using Petri net techniques.
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- VerlagSpringer
- Erscheinungsdatum2012
- ISBN 10 1447125983
- ISBN 13 9781447125983
- EinbandTapa blanda
- SpracheEnglisch
- Anzahl der Seiten388
- HerausgeberKoch Ina, Reisig Wolfgang, Schreiber Falk
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Modeling in Systems Biology: The Petri Net Approach (Computational Biology, 16)
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Modeling in Systems Biology
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The emerging, multi-disciplinary field of systems biology is devoted to the study of the relationships between various parts of a biological system, and computer modeling plays a vital role in the drive to understand the processes of life from an holistic viewpoint. Advancements in experimental technologies in biology and medicine have generated an enormous amount of biological data on the dependencies and interactions of many different molecular cell processes, fueling the development of numerous computational methods for exploring this data. The mathematical formalism of Petri net theory is able to encompass many of these techniques.This essential text/reference presents a comprehensive overview of cutting-edge research in applications of Petri nets in systems biology, with contributions from an international selection of experts. Those unfamiliar with the field are also provided with a general introduction to systems biology, the foundations of biochemistry, and the basics of Petri net theory. Further chapters address Petri net modeling techniques for building and analyzing biological models, as well as network prediction approaches, before reviewing the applications to networks of different biological classification.Topics and features: investigates the modular, qualitative modeling of regulatory networks using Petri nets, and examines an Hybrid Functional Petri net simulation case study; contains a glossary of the concepts and notation used in the book, in addition to exercises at the end of each chapter; covers the topological analysis of metabolic and regulatory networks, the analysis of models of signaling networks, and the prediction of network structure; provides a biological case study on the conversion of logical networks into Petri nets; discusses discrete modeling, stochastic modeling, fuzzy modeling, dynamic pathway modeling, genetic regulatory network modeling, and quantitative analysis techniques; includes a Foreword by Professor Jens Reich, Professor of Bioinformatics at Humboldt University and Max Delbrück Center for Molecular Medicine in Berlin.This unique guide to the modeling of biochemical systems using Petri net concepts will be of real utility to researchers and students of computational biology, systems biology, bioinformatics, computer science, and biochemistry. 388 pp. Englisch. Bestandsnummer des Verkäufers 9781447125983
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Modeling in Systems Biology: The Petri Net Approach (Computational Biology, 16)
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Modeling in Systems Biology
Verlag:
Springer London, 2012
ISBN 10: 1447125983
ISBN 13: 9781447125983
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Kartoniert / Broschiert. Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents a comprehensive overview of cutting-edge research in applications of Petri nets in systems biologyEnables readers to apply and develop their own biochemical models using Petri net techniquesContains a glossary of the concepts and notation used in t. Bestandsnummer des Verkäufers 4184538
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Modeling in Systems Biology : The Petri Net Approach
Verlag:
Springer London, Springer London, 2012
ISBN 10: 1447125983
ISBN 13: 9781447125983
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Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - The emerging, multi-disciplinary field of systems biology is devoted to the study of the relationships between various parts of a biological system, and computer modeling plays a vital role in the drive to understand the processes of life from an holistic viewpoint. Advancements in experimental technologies in biology and medicine have generated an enormous amount of biological data on the dependencies and interactions of many different molecular cell processes, fueling the development of numerous computational methods for exploring this data. The mathematical formalism of Petri net theory is able to encompass many of these techniques.This essential text/reference presents a comprehensive overview of cutting-edge research in applications of Petri nets in systems biology, with contributions from an international selection of experts. Those unfamiliar with the field are also provided with a general introduction to systems biology, the foundations of biochemistry, and the basics of Petri net theory. Further chapters address Petri net modeling techniques for building and analyzing biological models, as well as network prediction approaches, before reviewing the applications to networks of different biological classification.Topics and features: investigates the modular, qualitative modeling of regulatory networks using Petri nets, and examines an Hybrid Functional Petri net simulation case study; contains a glossary of the concepts and notation used in the book, in addition to exercises at the end of each chapter; covers the topological analysis of metabolic and regulatory networks, the analysis of models of signaling networks, and the prediction of network structure; provides a biological case study on the conversion of logical networks into Petri nets; discusses discrete modeling, stochastic modeling, fuzzy modeling, dynamic pathway modeling, genetic regulatory network modeling, and quantitative analysis techniques; includes a Foreword by Professor Jens Reich, Professor of Bioinformatics at Humboldt University and Max Delbrück Center for Molecular Medicine in Berlin.This unique guide to the modeling of biochemical systems using Petri net concepts will be of real utility to researchers and students of computational biology, systems biology, bioinformatics, computer science, and biochemistry. Bestandsnummer des Verkäufers 9781447125983
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Modeling in Systems Biology: The Petri Net Approach
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Springer London Ltd, 2012
ISBN 10: 1447125983
ISBN 13: 9781447125983
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