Lecture 20 - Elimination of first column a11 a 21 a31 a41...

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Elimination of first column ) ( ) ( ) ( ) ( ) ( ) ( 1 f 4 1 f 3 1 f 2 b a a a 0 b a a a 0 b a a a 0 b a a a a 41 31 21 4 44 43 42 3 34 33 32 2 24 23 22 1 14 13 12 11 × - × - × - 11 41 41 11 31 31 11 21 21 4 44 43 42 41 3 34 33 32 31 2 24 23 22 21 1 14 13 12 11 a a f a a f a a f b a a a a b a a a a b a a a a b a a a a / / / = = = Involve (n-1)(n+1)=3 x 5 Multiplications
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Elimination of second column ) ( ) ( ) ( ) ( / / 2 f 4 2 f 3 b a a 0 0 b a a 0 0 b a a a 0 b a a a a a a f a a f b a a a 0 b a a a 0 b a a a 0 b a a a a 42 32 4 44 43 3 34 33 2 24 23 22 1 14 13 12 11 22 42 42 22 32 32 4 44 43 42 3 34 33 32 2 24 23 22 1 14 13 12 11 × - × - = = Involve (n-2)n=2 x 4 Multiplications
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Elimination of third column Upper triangular matrix ) ( ) ( / 3 f 4 b a 0 0 0 b a a 0 0 b a a a 0 b a a a a a a f a a a 0 0 a a a 0 0 b a a a 0 b a a a a 43 4 44 3 34 33 2 24 23 22 1 14 13 12 11 33 43 43 4 44 43 3 34 33 2 24 23 22 1 14 13 12 11 × - =
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MATLAB Script File: GaussNaive p.222 21 21 11 31 31 11 41 41 11 f / f / f / a a a a a a = = = K=1: Three loops
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Print all factor and Aug (do not suppress output) Eliminate first column Eliminate second column Eliminate third column Back-substitution Aug = [A, b] >> format short >> x = GaussNaive(A,b) m = 4 n = 4 Aug = 1 0 2 3 1 -1 2 2 -3 -1 0 1 1 4 2 6 2 2 4 1 factor = -1 Aug = 1 0 2 3 1 0 2 4 0 0 0 1 1 4 2 6 2 2 4 1 factor = 0 Aug = 1 0 2 3 1 0 2 4 0 0 0 1 1 4 2 6 2 2 4 1 factor = 6 Aug = 1 0 2 3 1 0 2 4 0 0 0 1 1 4 2 0 2 -10 -14 -5 factor = 0.5000 Aug = 1 0 2 3 1 0 2 4 0 0 0 0 -1 4 2 0 2 -10 -14 -5 factor = 1 Aug = 1 0 2 3 1 0 2 4 0 0 0 0 -1 4 2 0 0 -14 -14 -5 factor = 14 Aug = 1 0 2 3 1 0 2 4 0 0 0 0 -1 4 2 0 0 0 -70 -33 x 4 x 3 x 2 x 1 x = 0 0 0 0.4714 x = 0 0 -0.1143 0.4714 x = 0 0.2286 -0.1143 0.4714 x = -0.1857 0.2286 -0.1143 0.4714
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Algorithm for Gauss elimination 1. Forward elimination for each equation j
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This note was uploaded on 11/15/2010 for the course EGM 5403 taught by Professor Mei during the Spring '10 term at University of Florida.

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Lecture 20 - Elimination of first column a11 a 21 a31 a41...

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