A reconfigurable network termed as the reconfigurable multi-ring network (R
MRN) is described. The RMRN is shown to be a truly scalable network in that
each node in the network has a fixed degree of connectivity and the reconf
iguration mechanism ensures a network diameter of O(log(2) N) for an N-proc
essor network. Algorithms for the two-dimensional mesh and the SIMD or SPMD
n-cube are shown to map very elegantly onto the RMRN. Basic message passin
g and reconfiguration primitives for the SIMD/SPMD RMRN are designed for us
e as building blocks for more complex parallel algorithms. Elsewhere, the R
MRN is shown to be a viable architecture for image processing and computer
vision problems. In this paper, the RMRN is proved to be very useful for th
e implementation of numerical algorithms. We describe the implementation of
a nontrivial numerical scheme on the RMRN. This numerical scheme is based
on the inverse scattering transform and is used to study the role of nonlin
ear terms in Korteweg-de Vries like equations.