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On moment-discretization and least-squares solutions of linear integral equations of the first kind
Authors:MZ Nashed
Institution:School of Mathematics, Georgia Institute of Technology, Atlanta, Georgia 30332 USA
Abstract:Let K(s, t) be a continuous function on 0, 1] × 0, 1], and let K be the linear integral operator induced by the kernel K(s, t) on the space L20, 1]. This note is concerned with moment-discretization of the problem of minimizing 6Kx?y6 in the L2-norm, where y is a given continuous function. This is contrasted with the problem of least-squares solutions of the moment-discretized equation: ∝01K(si, t) x(t) dt = y(si), i = 1, 2,h., n. A simple commutativity result between the operations of “moment-discretization” and “least-squares” is established. This suggests a procedure for approximating K2y (where K2 is the generalized inverse of K), without recourse to the normal equation K1Kx = K1y, that may be used in conjunction with simple numerical quadrature formulas plus collocation, or related numerical and regularization methods for least-squares solutions of linear integral equations of the first kind.
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