# An introduction to the NMPC-Graph as general schema for causal modelling of nonlinear, multivariate, dynamic, and recursive systems with focus on time-series prediction

@article{Jahnz2015AnIT, title={An introduction to the NMPC-Graph as general schema for causal modelling of nonlinear, multivariate, dynamic, and recursive systems with focus on time-series prediction}, author={Christoph Jahnz}, journal={ArXiv}, year={2015}, volume={abs/1511.00319} }

While the disciplines of physics and engineering sciences in many cases have taken advantage from accurate time-series prediction of system behaviour by applying ordinary differential equation systems upon precise basic physical laws such approach hardly could be adopted by other scientific disciplines where precise mathematical basic laws are unknown. A new modelling schema, the NMPC-graph, opens the possibility of interdisciplinary and generic nonlinear, multivariate, dynamic, and recursive… CONTINUE READING

#### Topics from this paper.

#### References

##### Publications referenced by this paper.

SHOWING 1-10 OF 37 REFERENCES

Parameter estimation for differential equations: a generalized smoothing approach

- Computer Science, Mathematics
- 2006

480

Modeling and Simulation Fundamentals: Theoretical Underpinnings and Practical Domains

- Computer Science
- 2010

129

SIMANN: FORTRAN module to perform Global Optimization of Statistical Functions with Simulated Annealing

- Mathematics, Computer Science
- 1992

1493