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Companion matrix
(section)
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==From linear ODE to first-order linear ODE system== Similarly to the above case of linear recursions, consider a homogeneous [[linear ODE]] of order ''n'' for the scalar function <math>y = y(t)</math>: <math display="block"> y^{(n)} + c_{n-1}y^{(n-1)} + \dots + c_{1}y^{(1)} + c_0 y = 0 . </math> This can be equivalently described as a coupled system of homogeneous linear ODE of order 1 for the vector function <math>z(t) = (y(t),y'(t),\ldots,y^{(n-1)}(t))</math>: <math display="block">z' = C(p)^T z</math> where <math>C(p)^T</math> is the transpose companion matrix for the characteristic polynomial <math display="block">p(x)=x^n + c_{n-1}x^{n-1} + \cdots + c_1 x + c_0 .</math> Here the coefficients <math>c_i = c_i(t)</math> may be also functions, not just constants. If <math>C(p)^T</math> is diagonalizable, then a diagonalizing change of basis will transform this into a decoupled system equivalent to one scalar homogeneous first-order linear ODE in each coordinate. An inhomogeneous equation <math display="block"> y^{(n)} + c_{n-1}y^{(n-1)} + \dots + c_{1}y^{(1)} + c_0 y = f(t) </math> is equivalent to the system: <math display="block"> z' = C(p)^T z + F(t) </math> with the inhomogeneity term <math>F(t) = (0,\ldots,0,f(t)) </math>. Again, a diagonalizing change of basis will transform this into a decoupled system of scalar inhomogeneous first-order linear ODEs.
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