F. Amblard et al., MDA Compliant Design of SimExplorer A Software Tool to Handle Simulation Experimental Frameworks
"ergonomic interface for the specification of the experimental designs and the distribution of computations to launch the corresponding simulation experiments on parallel machines"
Principles
- Black box components
- Low coupling between the model and the design of experiments
- Chains of experiments
Limitations
- Distributed computing not included from the ground up
- No language to express design of experiments
- Very few applications
No wide adoption
www.openmole.org
A bottom up process
Many methods
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| Data processing | Optimization | Sensitivity analysis | Design of experiments | Calibration |
Many objects
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| Geography | Economy | Food processing | Biology |
Reusable / model independant / integrated in OpenMOLE... for instance reused for an epidemic model in NetLogo.
