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is to approximate theξ-derivative of a function f (ξ) by the fourth order, five point<br />

<strong>for</strong>mula<br />

f ξ (ξ j )= 8( f j+1− f j−1 )+ f j−2 − f j+2<br />

12∆ξ<br />

+ O(∆ξ 4 ), (4.5)<br />

where f j = f (ξ j ),ξ j = j∆ξ,∆ξ=2l/N, j=1,..., N. So the spatial discretization<br />

<strong>for</strong> the LFM <strong>with</strong>β=0 (which is just the wave equation) leads to the system of<br />

Ordinary Differential Equations (ODEs)<br />

⎧<br />

⎪⎨ η t = Cu 1 ,<br />

⎪⎩ u 1t = Cη,<br />

whereη=[η 1 ,...,η N ] t , <strong>with</strong>η j =η( j∆ξ, t) and u 1 = [u 11 ,...,u 1N ] t , <strong>with</strong> u 1 j =<br />

u 1 ( j∆ξ, t), j=1,..., N. C is the skew-symmetric, circulant matrix,<br />

⎡<br />

0 2/3 −1/12 0 ··· 0 1/12 −2/3<br />

⎤<br />

−2/3 0 2/3 −1/12<br />

1/12 −2/3 0 2/3<br />

... 1/12<br />

... 0<br />

C= 1 ∆ξ<br />

0 1/12 −2/3 0<br />

.<br />

. . .<br />

. . .<br />

...<br />

. . .<br />

...<br />

. . .<br />

. . .<br />

.<br />

0<br />

...<br />

... 0 2/3 −1/12<br />

−1/12<br />

...<br />

... −2/3 0 2/3<br />

⎢⎣<br />

2/3 −1/12 0 1/12 −2/3 0<br />

⎥⎦<br />

Since it is a skew-symmetric matrix, it has imaginary eigenvalues. The same is<br />

true <strong>for</strong> the block matrix<br />

⎡⎢⎣<br />

C<br />

C<br />

⎤<br />

⎥⎦ ,<br />

56

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