A new parallel algorithm for lagrange interpolation on a hypercube |
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Affiliation: | School of Computer and Systems Sciences Jawaharlal Nehru University New Delhi 110067, India;Department of Mathematics, Statistics, and Physics Punjab Agricultural University Ludhiana (Punjab), India |
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Abstract: | We present a new parallel algorithm for computing N point lagrange interpolation on an n-dimensional hypercube with total number of nodes p = 2n. Initially, we consider the case when N = p. The algorithm is extended to the case when only p (p fixed) processors are available, p < N. We assume that N is exactly divisible by p. By dividing the hypercube into subcubes of dimension two, we compute the products and sums appearing in Lagrange's formula in a novel way such that wasteful repetitions of forming products are avoided. The speed up and efficiency of our algorithm is calculated both theoretically and by simulating it over a network of PCs. |
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