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The approximation power of moving least-squares

by: David Levin
Mathematics of Computation, Vol. 67, No. 224. (1998), pp. 1517-1531.


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. A general method for near-best approximations to functionals on IR d , using scattered-data information is discussed. The method is actually the moving least-squares method, presented by the Backus-Gilbert approach. It is shown that the method works very well for interpolation, smoothing and derivatives' approximations. For the interpolation problem this approach gives Mclain's method. The method is near-best in the sense that the local error is bounded in terms of the error of a local best ...


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