Je. Castillo et al., THE SENSITIVITY AND ACCURACY OF 4TH-ORDER FINITE-DIFFERENCE SCHEMES ON NONUNIFORM GRIDS IN ONE-DIMENSION, Computers & mathematics with applications, 30(8), 1995, pp. 41-55
We construct local fourth-order finite difference approximations of fi
rst and second derivatives, on nonuniform grids, in one dimension. The
approximations are required to satisfy symmetry relationships that co
me from the analogous higher-dimensional fundamental operators: the di
vergence, the gradient, and the Laplacian. For example, we require tha
t the discrete divergence and gradient be negative adjoint of each oth
er, DIV = -GRAD, and the discrete Laplacian is defined as LAP = DIVGR
AD. The adjointness requirement on the divergence and gradient guarant
ees that the Laplacian is a symmetric negative operator, The discrete
approximations we derive are fourth-order on smooth grids, but the app
roach can be extended to create approximations of arbitrarily high ord
er. We analyze the loss of accuracy in the approximations when the gri
d is not smooth and include a numerical example demonstrating the effe
ctiveness of the higher order methods on nonuniform grids.