Q. Xu et al., GENERALIZED ADJOINT FOR PHYSICAL PROCESSES WITH PARAMETERIZED DISCONTINUITIES - PART-V - COARSE-GRAIN ADJOINT AND PROBLEMS IN GRADIENT CHECK, Journal of the atmospheric sciences, 55(11), 1998, pp. 2130-2135
When on/off switches are triggered at discrete time levels by a thresh
old condition in a traditionally discretized model, the model solution
is not continuously dependent on the initial state and this causes pr
oblems in tangent linearization and adjoint computations. It is shown
in this paper that the problems can be avoided by introducing coarse-g
rain tangent linearization and adjoint without modifying the tradition
al discretization, although the coarse-grain gradient check can be per
formed only for finite perturbations.