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Hybrid Modelling in Biology: a Classification Review
- Source :
- Mathematical Modelling of Natural Phenomena, Mathematical Modelling of Natural Phenomena, EDP Sciences, 2016, 11, pp.37-48. ⟨10.1051/mmnp/201611103⟩, Mathematical Modelling of Natural Phenomena, 2016, 11, pp.37-48. ⟨10.1051/mmnp/201611103⟩
- Publication Year :
- 2015
- Publisher :
- EDP Sciences, 2015.
-
Abstract
- International audience; This paper presents a general review on hybrid modelling which is about to become ubiquitous in biological and medical modelling. Hybrid modelling is classically defined as the coupling of a continuous approach with a discrete one, in order to model a complex phenomenon that cannot be described in a standard homogeneous way mainly due to its inherent multiscale nature. In fact, hybrid modelling can be more than that since any types of coupled formalisms qualify as being hybrid. This review first presents the evolution and current context of this modelling approach. It then proposes a classification of the models through three different types that relate to the nature and level of coupling of the formalisms used.
- Subjects :
- Mathematics Subject Classification: 35Q92
0301 basic medicine
68R0
Theoretical computer science
Systems biology
Complex system
hybrid model
93C55
Context (language use)
92B05
03 medical and health sciences
92C50
[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP]
system biology
Applied Mathematics
Rotation formalisms in three dimensions
discrete–continuous
Coupling (physics)
93A30
030104 developmental biology
multiscale
Homogeneous
Modeling and Simulation
Hybrid system
92C42
Hybrid model
and phrases: complex system
Subjects
Details
- ISSN :
- 17606101 and 09735348
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Mathematical Modelling of Natural Phenomena
- Accession number :
- edsair.doi.dedup.....83f6f78ce0bdd4feb791f2f0552d938a