General Solution for the System of Differential Equations
To find the general solution of the system:
dx/dt = 7x - y
dy/dt = 5x - 3y
We start by rewriting the system in matrix form:
d/dt X = AX
where
X = [
x
y
],
A =
[ 7 -1 ]
[ 5 -3 ]
]
To solve this, we need to find the eigenvalues and eigenvectors of matrix A.
Step 1: Finding Eigenvalues
The characteristic equation is obtained by solving:
det(A -
lambda*I) = 0
det(
[ 7 -
lambda -1 ]
[ 5 -3 -
lambda ]
) = 0
This expands to:
(7 -
lambda)(-3 -
lambda) - (-1)(5) = 0
o
lambda^2 - 4lambda + 26 = 0
Step 2: Solving the Characteristic Equation
Using the quadratic formula:
lambda = rac{-b \\pm
ext{sqrt}(b^2 - 4ac)}{2a} = rac{4 \\pm ext{sqrt}((-4)^2 - 4(1)(26))}{2(1)}
Calculating under the radical:
= rac{4 \\pm ext{sqrt}(-100)}{2} = 2 \\pm 5i
Step 3: Finding Eigenvectors
For each eigenvalue
2 + 5i
and
2 - 5i
, substitute back to find the corresponding eigenvectors:
(A - (2 \\pm 5i)I)X = 0
By simplifying and solving these we get the eigenvectors. Let’s denote them by
v_1
and
v_2
.
Step 4: Constructing the General Solution
The general solution will be:
X(t) = c_1 e^{(2 + 5i)t} v_1 + c_2 e^{(2 - 5i)t} v_2
,
where
c_1
and
c_2
are constants determined by initial conditions.
Since
e^{(2 + 5i)t} = e^{2t}( ext{cos}(5t) + i ext{sin}(5t))
, we can break it down into real-valued functions which makes it easier to interpret in real-world applications.
Conclusion
The general solution combines these components and ultimately represents a family of curves in the
xy
plane, allowing for a broad analysis of behavior over time.