We have the following system: { d x d t = x + 2 y d y d t = 4 x + 3 y \begin{cases}
\frac{dx}{dt}=x+2y
\\
\frac{dy}{dt}=4x+3y
\end{cases} { d t d x = x + 2 y d t d y = 4 x + 3 y , or in the matrix form: X ′ = A X , X^{\prime}=AX, X ′ = A X , where X = [ x y ] , A = [ 1 2 4 3 ] X=\begin{bmatrix} x
\\ y
\end{bmatrix}, \ A=\begin{bmatrix} 1 & 2 \\ 4 & 3
\end{bmatrix} X = [ x y ] , A = [ 1 4 2 3 ] .
The characteristic equation: det ( A − λ I ) = ∣ 1 − λ 2 4 3 − λ ∣ = ( 1 − λ ) ( 3 − λ ) − 4 × 2 = λ 2 − 4 λ − 5 = 0. \det (A-\lambda I)=\begin{vmatrix} 1-\lambda & 2 \\ 4 & 3-\lambda
\end{vmatrix}=(1-\lambda )(3-\lambda )-4\times 2=\lambda ^2-4\lambda -5=0. det ( A − λ I ) = ∣ ∣ 1 − λ 4 2 3 − λ ∣ ∣ = ( 1 − λ ) ( 3 − λ ) − 4 × 2 = λ 2 − 4 λ − 5 = 0.
Eigenvalues: λ 1 = − 1 , λ 2 = 5. \lambda _1=-1,\ \lambda _2=5. λ 1 = − 1 , λ 2 = 5.
Let v 1 v_1 v 1 be eigen vector, associated with the eigenvalue λ 1 \lambda_1 λ 1 :
[ 1 − λ 1 2 4 3 − λ 1 ] v 1 = [ 2 2 4 4 ] v 1 = [ 2 v 11 + 2 v 12 4 v 11 + 4 v 12 ] = 0 , \begin{bmatrix} 1 -\lambda_1& 2 \\ 4 & 3-\lambda_1
\end{bmatrix} v_1=\begin{bmatrix} 2 & 2 \\ 4 & 4
\end{bmatrix}v_1= \begin{bmatrix} 2v_{11} +2 v_{12}\\ 4 v_{11}+4v_{12}
\end{bmatrix}=0, [ 1 − λ 1 4 2 3 − λ 1 ] v 1 = [ 2 4 2 4 ] v 1 = [ 2 v 11 + 2 v 12 4 v 11 + 4 v 12 ] = 0 , then v 1 = [ 1 − 1 ] v_1= \begin{bmatrix} 1 \\ -1
\end{bmatrix} v 1 = [ 1 − 1 ] .
Let v 2 v_2 v 2 be eigen vector, associated with the eigenvalue λ 2 \lambda_2 λ 2 :
[ 1 − λ 2 2 4 3 − λ 2 ] v 2 = [ − 4 2 4 − 2 ] v 2 = [ − 4 v 21 + 2 v 22 4 v 21 − 2 v 22 ] = 0 , \begin{bmatrix} 1 -\lambda_2& 2 \\ 4 & 3-\lambda_2
\end{bmatrix} v_2=\begin{bmatrix} -4 & 2 \\ 4 & -2
\end{bmatrix}v_2= \begin{bmatrix} -4v_{21} +2 v_{22}\\ 4 v_{21}-2v_{22}
\end{bmatrix}=0, [ 1 − λ 2 4 2 3 − λ 2 ] v 2 = [ − 4 4 2 − 2 ] v 2 = [ − 4 v 21 + 2 v 22 4 v 21 − 2 v 22 ] = 0 , then v 2 = [ 1 2 ] v_2= \begin{bmatrix} 1 \\ 2
\end{bmatrix} v 2 = [ 1 2 ] .
Then solution has form X = c 1 e λ 1 t v 1 + c 2 e λ 2 t v 2 = [ c 1 e − t + c 2 e 5 t − c 1 e − t + 2 c 2 e 5 t ] X=c_1e^{\lambda_1 t} v_1+ c_2e^{\lambda_2 t} v_2 = \begin{bmatrix} c_1 e^{-t} +c_2 e^{5t}\\ -c_1e^{-t}+2c_2e^{5t}
\end{bmatrix} X = c 1 e λ 1 t v 1 + c 2 e λ 2 t v 2 = [ c 1 e − t + c 2 e 5 t − c 1 e − t + 2 c 2 e 5 t ] .
Answer: { x = c 1 e − t + c 2 e 5 t y = − c 1 e − t + 2 c 2 e 5 t \begin{cases} x=c_1 e^{-t} +c_2 e^{5t}\\ y=-c_1e^{-t}+2c_2e^{5t}
\end{cases} { x = c 1 e − t + c 2 e 5 t y = − c 1 e − t + 2 c 2 e 5 t .
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