Math Problem Statement
Solve the ODE(x1(t) x2(t))′=(2 −5 1 −2) (x1(t) x2(t))
Solution
To solve the given system of first-order linear ordinary differential equations, let’s write it out in vector form. The system is given by:
This is a system of linear differential equations, which can be solved by finding the eigenvalues and eigenvectors of the matrix .
Step 1: Find the Eigenvalues of
The eigenvalues of matrix are found by solving the characteristic equation:
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Calculate :
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Calculate the determinant:
Expanding this, we get:
This characteristic polynomial has complex roots:
Step 2: Find the Eigenvectors
For each eigenvalue and , we can find the corresponding eigenvector.
Step 3: General Solution
With complex eigenvalues, the solution will be of the form:
where , , and and are the real and imaginary parts of the eigenvector associated with .
Final Solution
The general solution is given by:
Let me know if you need further details or explanations!
Related Questions
- How do we find eigenvalues and eigenvectors for a 2x2 matrix?
- What does it mean for an ODE to have complex eigenvalues, and how does it affect the solution?
- How do we interpret the terms and in the solution?
- How can we determine stability of solutions for such a system of ODEs?
- What is the physical interpretation of oscillatory solutions in dynamical systems?
Tip:
Always verify the stability of the system by examining the real part of the eigenvalues.
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Math Problem Analysis
Mathematical Concepts
Ordinary Differential Equations (ODEs)
Linear Algebra
Eigenvalues and Eigenvectors
Complex Numbers
Formulas
dx/dt = A * x, where A is a matrix
Characteristic equation det(A - λI) = 0
General solution for complex eigenvalues: x(t) = e^(αt) * (C1 * cos(βt) * v1 + C2 * sin(βt) * v2)
Theorems
Eigenvalue theorem
Theory of systems of linear differential equations with constant coefficients
Suitable Grade Level
Undergraduate level
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