Theoretical Analysis and Optimization of Nonlinear ODE Systems for Marine Ecosystem Models - System Modeling and Optimization Access content directly
Conference Papers Year : 2013

Theoretical Analysis and Optimization of Nonlinear ODE Systems for Marine Ecosystem Models

Abstract

We present the investigation of a biogeochemical marine ecosystem model used as part of the climate change research focusing on the enhanced carbon dioxid concentration in the atmosphere. Numerical parameter optimization has been performed to improve represention of observational data using data assimilation techniques. Several local minima were found but no global optimum could be identified. To detect the actual capability of the model in simulating natural systems, a theoretical analysis of the model equations is conducted. Here, basic properties such as continuity and positivity of the model equations are investigated.
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hal-01347576 , version 1 (21-07-2016)

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Anna Heinle, Thomas Slawig. Theoretical Analysis and Optimization of Nonlinear ODE Systems for Marine Ecosystem Models. 25th System Modeling and Optimization (CSMO), Sep 2011, Berlin, Germany. pp.501-510, ⟨10.1007/978-3-642-36062-6_50⟩. ⟨hal-01347576⟩
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