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The spectrum of delay-differential equations: numerical methods - KTH

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32 Chapter 2. Computing the <strong>spectrum</strong><br />

We have fixed the step-size h equal to the evaluation point <strong>of</strong> the solution<br />

operator T (h). This makes the shift-part <strong>of</strong> the operator expressible as<br />

ψj = ϕj+1, j = −N, . . . − 1.<br />

This comes from the fact that only one discretization point θ0 lies in the ODEpart<br />

<strong>of</strong> the solution operator.<br />

It remains to express ψ0 in terms <strong>of</strong> the discretization ϕ. Here, this is carried<br />

out with the LMS-scheme.<br />

We let n = −k in the LMS-scheme (2.22) such that the rightmost point is θ0.<br />

That is,<br />

k�<br />

k�<br />

αjψj−k = h βjfj−k. (2.25)<br />

j=0<br />

This equation can be solved for ψ0 in the following way. We now use the definition<br />

<strong>of</strong> fj (2.24) and again use the shift property. <strong>The</strong> shift property can be applied<br />

j=0<br />

to ψ−k, . . . , ψ−1, yielding,<br />

⎛<br />

k−1 �<br />

k−1 �<br />

αkψ0 + αjϕj−k+1 = hβkA0ψ0 + h ⎝ βjA0ϕj−k+1 +<br />

j=0<br />

j=0<br />

Finally, we solve for ψ0 by rearranging the terms,<br />

ψ0 = R −1<br />

⎛<br />

k−1 �<br />

k�<br />

⎝ (−αjI + hβjA0)ϕj−k+1 +<br />

j=0<br />

j=0<br />

where we let R = I − hβkA0 for notational convenience.<br />

k�<br />

j=0<br />

hβjA1ϕj−k−N+1<br />

βjA1ϕj−k−N+1<br />

⎞<br />

⎞<br />

⎠ .<br />

(2.26)<br />

⎠ , (2.27)<br />

Note that the last sum contains terms which are outside <strong>of</strong> the interval <strong>of</strong> ϕ.<br />

This method assumes that the shift property holds for these as well.<br />

Similar to the example, we may now combine the shift operation and the<br />

approximation <strong>of</strong> the <strong>differential</strong> part and get a matrix as an approximation <strong>of</strong><br />

the solution operator<br />

⎛ ⎞ ⎛<br />

⎞ ⎛ ⎞<br />

0 I<br />

⎜<br />

⎝<br />

ψ−N−k+1<br />

ψ−N−k+2<br />

.<br />

ψ0<br />

⎟<br />

⎠ =<br />

⎜<br />

⎝<br />

0 I<br />

. ..<br />

A T<br />

⎟ ⎜<br />

⎟ ⎜<br />

⎟ ⎜<br />

. .. ⎟ ⎜<br />

⎠ ⎝<br />

ϕ−N−k+1<br />

ϕ−N−k+2<br />

.<br />

ϕ0<br />

⎟<br />

⎠ ,

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