Jm. Hyman et M. Shashkov, NATURAL DISCRETIZATIONS FOR THE DIVERGENCE, GRADIENT, AND CURL ON LOGICALLY RECTANGULAR GRIDS, Computers & mathematics with applications, 33(4), 1997, pp. 81-104
This is the first in series of papers creating a discrete analog of ve
ctor analysis on logically rectangular, nonorthogonal, nonsmooth grids
. We introduce notations for 2-D logically rectangular grids, describe
both cell-valued and nodal discretizations for scalar functions, and
construct the natural discretizations of vector fields, using the vect
or components normal and tangential to the cell boundaries. We then de
fine natural discrete analogs of the divergence, gradient, and curl op
erators based on coordinate invariant definitions and interpret these
formulas in terms of curvilinear coordinates, such as length of elemen
ts of coordinate lines, areas of elements of coordinate surfaces, and
elementary volumes. We introduce the discrete volume integral of scala
r functions, the discrete surface integral, and a discrete analog of t
he line integral and prove discrete versions of the main theorems rela
ting these objects. These theorems include the following: the discrete
analog of relationship div (A) over right arrow = 0 if and only if (A
) over right arrow = curl (B) over right arrow; curl (A) over right ar
row = 0 if and only if (A) over right arrow = grad phi; if (A) over ri
ght arrow = grad phi, then the line integral does not depend on path;
and if the line integral of a vector function is equal to zero for any
closed path, then this vector is the gradient of a scalar function. L
ast, we define the discrete operators DIV, GRAD, and CURL in terms of
primitive differencing operators (based on forward and backward differ
ences) and primitive metric operators (related to multiplications of d
iscrete functions by length of edges, areas of surfaces, and volumes o
f 3-D cells). These formulations elucidate the structure of the discre
te operators and are useful when investigating the relationships betwe
en operators and their adjoints.