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用于生物系统多层次、多尺度和多维建模的彩色 Petri 网。

Coloured Petri nets for multilevel, multiscale and multidimensional modelling of biological systems.

机构信息

School of Software Engineering, South China University of Technology, Guangzhou, P.R. China.

Department of Computer Science, Brandenburg University of Technology Cottbus-Senftenberg.

出版信息

Brief Bioinform. 2019 May 21;20(3):877-886. doi: 10.1093/bib/bbx150.

Abstract

Owing to the availability of data of one biological phenomenon at different levels/scales, modelling of biological systems is moving from single level/scale to multiple levels/scales, which introduces a number of challenges. Coloured Petri nets (ColPNs) have been successfully applied to multilevel, multiscale and multidimensional modelling of some biological systems, addressing many of these challenges. In this article, we first review the basics of ColPNs and some popular extensions, and then their applications for multilevel, multiscale and multidimensional modelling of biological systems. This understanding of how to use ColPNs for modelling biological systems will assist readers in selecting appropriate ColPN classes for specific modelling circumstances.

摘要

由于在不同水平/尺度上都可以获得一个生物现象的数据,因此生物系统的建模正从单一水平/尺度向多个水平/尺度转移,这带来了许多挑战。彩色 Petri 网(Colored Petri nets,ColPNs)已经成功地应用于一些生物系统的多层次、多尺度和多维建模,解决了其中的许多挑战。在本文中,我们首先回顾了 ColPNs 的基础知识和一些流行的扩展,然后介绍了它们在生物系统多层次、多尺度和多维建模中的应用。了解如何使用 ColPNs 进行生物系统建模将帮助读者为特定的建模情况选择合适的 ColPN 类。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c167/6585149/6ff79a1e5e45/bbx150f1.jpg

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