Authors:
Benoit Bayol
;
Yuting Chen
and
Paul-Henry Cournède
Affiliation:
Ecole Centrale Paris, France
Keyword(s):
General State-space Model, Grid Simulation, Parallelism, Parameter Estimation, Filtering, Sensitivity Analysis, Uncertainty Analysis, Model Selection, Data Assimilation, Multi-paradigm Programming, EDSL.
Related
Ontology
Subjects/Areas/Topics:
Biological Systems
;
Complex Systems Modeling and Simulation
;
Domain-Specific Tools
;
Dynamical Systems Models and Methods
;
Formal Methods
;
Non-Linear Systems
;
Simulation and Modeling
;
Simulation Tools and Platforms
;
Stochastic Modeling and Simulation
Abstract:
A computational formalism is presented that structures a C++ library which aims at the modelling, simulation and statistical analysis of stochastic non-linear discrete dynamical system models. Applications concern the development and analysis of general plant growth models.