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A New Meshless Collocation Method for Partial Differential Equations (Paperback)
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A New Meshless Collocation Method for Partial Differential Equations (Paperback)
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A collocation meshless method is developed for the numerical
solution of Partial Differential Equations (PDEs) on the scattered
point distribution. The meshless shape functions are constructed on
a group of selected nodes (stencil) arbitrarily distributed in a
local support domain by means of a polynomial interpolation. This
shape function formulation possesses the Kronecker delta function
property, and hence many numerical treatments are as simple as
those of the Finite Element Method (FEM). Nearest neighbor
algorithm is used for the support domain nodes collection and a
search algorithm based on the Gauss-Jordan pivot method is applied
to select a suitable stencil for the construction of the shape
functions and their derivatives. This search technique is subject
to a monitoring procedure which selects appropriate stencil in
order to keep the condition number of the resulting linear systems
small. Various meshless collocation schemes for the solution of
elliptic, parabolic and hyperbolic PDEs are investigated for the
proposed method. Different types of PDEs are studied as test cases
and all of the computational results are examined.
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