  We study parameter estimation for the two state model which describes the
balance equation for carbon dioxide and oxygen in human respiratory system.
These are nonlinear parameter dependent and because of the transport delay in
the respiratory control system, they are modeled with delay differential
equation. Numerically simulated noisy data are generated and several examples
are studied with Levenberg-Marquardt and Trust-region algorithms to determine
the values of unknown parameters.
