Matrix Analysis and Applied Linear Algebra

7.4: SYSTEMS OF DIFFERENTIAL EQUATIONS

7.4 SYSTEMS OF DIFFERENTIAL EQUATIONS

Systems of first-order linear differential equations with constant coefficients were used in 7.1 to motivate the introduction of eigenvalues and eigenvectors, but now we can delve a little deeper. For constants a ij, the goal is to solve the following system for the unknown functions u i( t) .

(7.4.1)

Since the scalar exponential provides the unique solution to a single differential equation u ?( t) = ?u( t) with u(0) = c as u( t) = e ?t c, it's only natural to try to use the matrix exponential in an analogous way to solve a system of differential equations. Begin by writing (7.4.1) in matrix form as u ? = Au, u(0) = c, where


If A is diagonalizable with ?( A) = { ? 1, ? 2,..., ? k}, then (7.3.6) guarantees

(7.4.2)

The following identities are derived from properties of the G i's given on p. 517.

  • (7.4.3)
  • (7.4.4)
  • (7.4.5)

Equation (7.4.3) insures that u = e A t c is one solution to u ? = Au, u(0) = c . To see that u = e A t c is the only solution, suppose v( t) is another solution so that v ? = Av with v(0) = c .

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