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11.3. KRONECKER CANONICAL FORM OF A TWO-PARAMETER PENCIL 211<br />

vec<strong>to</strong>r form:<br />

⎛<br />

⎞<br />

M 0 (ρ 2 ) 0<br />

M 1 (ρ 2 ) M 0 (ρ 2 )<br />

. M 2 (ρ 2 ) M 1 (ρ 2 ) ..<br />

⎛<br />

. . M 2 (ρ 2 ) .. M0 (ρ 2 )<br />

⎜<br />

MÑ(ρ 2 )<br />

⎝<br />

. M 1 (ρ 2 )<br />

MÑ (ρ 2 ) M 2 (ρ 2 )<br />

⎜<br />

.<br />

⎝<br />

..<br />

. ..<br />

⎟<br />

⎠<br />

0 MÑ(ρ 2 )<br />

⎛<br />

M η1,η 2<br />

(ρ 2 ) ⎜<br />

⎝<br />

z 0 (ρ 2 )<br />

−z 1 (ρ 2 )<br />

.<br />

(−1) η1 z η1 (ρ 2 )<br />

z 0 (ρ 2 )<br />

−z 1 (ρ 2 )<br />

.<br />

(−1) η1 z η1 (ρ 2 )<br />

⎞<br />

⎟<br />

⎠ =<br />

(11.44)<br />

⎞<br />

⎟<br />

⎠ =0<br />

where the block matrix M η1,η 2<br />

(ρ 2 ) has dimension (η 1 + Ñ +1) m × (η 1 +1) n.<br />

Furthermore it holds that the rank r η1,η 2<br />

< (η 1 +1)n.<br />

Because η 2 denotes the degree of z(ρ 1 ,ρ 2 ) with respect <strong>to</strong> ρ 2 , we can write:<br />

z i (ρ 2 )=z i,0 + ρ 2 z i,1 + ρ 2 2 z i,2 + ...+ ρ η2<br />

2 z i,η 2<br />

(11.45)<br />

for i = 0,...,η 1 . When (11.45) is substituted in<strong>to</strong> the equations of (11.44) and<br />

the matrices M i,j in Equation (11.41) are used, the following system of equations in<br />

matrix-vec<strong>to</strong>r form is constructed:<br />

⎛ ⎞<br />

z 0,0<br />

.<br />

z 0,η2<br />

M η1,η 2 .<br />

=0, (11.46)<br />

z η1,0<br />

⎜ . ⎟<br />

⎝ . ⎠<br />

z η1,η 2<br />

where the matrix M η1,η 2<br />

is a matrix of (η 2 + Ñ + 1)(η 1 + Ñ +1)m rows and (η 1 +<br />

1)(η 2 +1) n columns containing the m × n coefficient matrices M i,j from Equation<br />

(11.41).<br />

Example 11.1 (continued). To illustrate the construction of the matrix M η1,η 2<br />

, using<br />

this approach, the example of the previous subsection is continued.<br />

Suppose that the two-parameter matrix pencil A(ρ 1 ,ρ 2 ) T of dimension m × n is<br />

given where the <strong>to</strong>tal degree of the terms is Ñ = 3 and one wants <strong>to</strong> check whether

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