Systems of Differential Equations
Matrix Form
Eigenvalue Method
Distinct Real Eigenvalues
If has distinct real eigenvalues, the solution is:
Complex Eigenvalues
If with eigenvector :
Repeated Eigenvalues
If has multiplicity with fewer than linearly independent eigenvectors, use generalized eigenvectors.
Matrix Exponential
Example
Eigenvalues: ,
Eigenvectors: ,
Solution:
Phase Plane Analysis
Non-Homogeneous Systems
Particular solution via variation of parameters: