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Applications of membrane computing in systems and synthetic biology
Membrane Computing was introduced as a computational paradigm in Natural Computing. The models introduced, called Membrane (or P) Systems, provide a coherent platform to describe and study living cells as computational systems. Membrane Systems have been investigated for their computational aspects...
Autores principales: | , , |
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Lenguaje: | eng |
Publicado: |
Springer
2014
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1007/978-3-319-03191-0 http://cds.cern.ch/record/1642346 |
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author | Frisco, Pierluigi Gheorghe, Marian Pérez-Jiménez, Mario |
author_facet | Frisco, Pierluigi Gheorghe, Marian Pérez-Jiménez, Mario |
author_sort | Frisco, Pierluigi |
collection | CERN |
description | Membrane Computing was introduced as a computational paradigm in Natural Computing. The models introduced, called Membrane (or P) Systems, provide a coherent platform to describe and study living cells as computational systems. Membrane Systems have been investigated for their computational aspects and employed to model problems in other fields, like: Computer Science, Linguistics, Biology, Economy, Computer Graphics, Robotics, etc. Their inherent parallelism, heterogeneity and intrinsic versatility allow them to model a broad range of processes and phenomena, being also an efficient means to solve and analyze problems in a novel way. Membrane Computing has been used to model biological systems, becoming with time a thorough modeling paradigm comparable, in its modeling and predicting capabilities, to more established models in this area. This book is the result of the need to collect, in an organic way, different facets of this paradigm. The chapters of this book, together with the web pages accompanying them, present different applications of Membrane Systems to Biology. Deterministic, non-deterministic and stochastic systems paired with different algorithms and methodologies show the full potential of this framework. The book is addressed to researchers interested in applications of discrete biological models and the interplay between Membrane Systems and other approaches to analyze complex systems. |
id | cern-1642346 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2014 |
publisher | Springer |
record_format | invenio |
spelling | cern-16423462021-04-21T21:22:18Zdoi:10.1007/978-3-319-03191-0http://cds.cern.ch/record/1642346engFrisco, PierluigiGheorghe, MarianPérez-Jiménez, MarioApplications of membrane computing in systems and synthetic biologyEngineeringMembrane Computing was introduced as a computational paradigm in Natural Computing. The models introduced, called Membrane (or P) Systems, provide a coherent platform to describe and study living cells as computational systems. Membrane Systems have been investigated for their computational aspects and employed to model problems in other fields, like: Computer Science, Linguistics, Biology, Economy, Computer Graphics, Robotics, etc. Their inherent parallelism, heterogeneity and intrinsic versatility allow them to model a broad range of processes and phenomena, being also an efficient means to solve and analyze problems in a novel way. Membrane Computing has been used to model biological systems, becoming with time a thorough modeling paradigm comparable, in its modeling and predicting capabilities, to more established models in this area. This book is the result of the need to collect, in an organic way, different facets of this paradigm. The chapters of this book, together with the web pages accompanying them, present different applications of Membrane Systems to Biology. Deterministic, non-deterministic and stochastic systems paired with different algorithms and methodologies show the full potential of this framework. The book is addressed to researchers interested in applications of discrete biological models and the interplay between Membrane Systems and other approaches to analyze complex systems. Springeroai:cds.cern.ch:16423462014 |
spellingShingle | Engineering Frisco, Pierluigi Gheorghe, Marian Pérez-Jiménez, Mario Applications of membrane computing in systems and synthetic biology |
title | Applications of membrane computing in systems and synthetic biology |
title_full | Applications of membrane computing in systems and synthetic biology |
title_fullStr | Applications of membrane computing in systems and synthetic biology |
title_full_unstemmed | Applications of membrane computing in systems and synthetic biology |
title_short | Applications of membrane computing in systems and synthetic biology |
title_sort | applications of membrane computing in systems and synthetic biology |
topic | Engineering |
url | https://dx.doi.org/10.1007/978-3-319-03191-0 http://cds.cern.ch/record/1642346 |
work_keys_str_mv | AT friscopierluigi applicationsofmembranecomputinginsystemsandsyntheticbiology AT gheorghemarian applicationsofmembranecomputinginsystemsandsyntheticbiology AT perezjimenezmario applicationsofmembranecomputinginsystemsandsyntheticbiology |