Dg. Zeitoun et al., A WEIGHTED LEAST-SQUARES METHOD FOR FIRST-ORDER HYPERBOLIC SYSTEMS, International journal for numerical methods in fluids, 20(3), 1995, pp. 191-212
The paper presents a generalization of the classical L(2)-norm weighte
d least squares method for the numerical solution of a first-order hyp
erbolic system. This alternative least squares method consists of the
minimization of the weighted sum of the L(2) residuals for each equati
on of the system. The order of accuracy of global conservation of each
equation of the system is shown to be inversely proportional to the w
eight associated with the equation. The optimal relative weights betwe
en the equations are then determined in order to satisfy global conser
vation of the energy of the physical system. As an application of the
algorithm, the shallow water equations on an irregular domain are firs
t discretized in time and then solved using Laplace modification and t
he proposed least squares method.